LinFusion: 1 GPU, 1 Minute, 16K Image
Paper • 2409.02097 • Published • 34
Papers
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Phidias: A Generative Model for Creating 3D Content from Text, Image, and 3D Conditions with Reference-Augmented Diffusion
Paper • 2409.11406 • Published • 27 -
Diffusion Models Are Real-Time Game Engines
Paper • 2408.14837 • Published • 126 -
Segment Anything with Multiple Modalities
Paper • 2408.09085 • Published • 22 -
MeshFormer: High-Quality Mesh Generation with 3D-Guided Reconstruction Model
Paper • 2408.10198 • Published • 35 -
Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
Paper • 2408.11878 • Published • 64 -
ControlNeXt: Powerful and Efficient Control for Image and Video Generation
Paper • 2408.06070 • Published • 55 -
Mutual Reasoning Makes Smaller LLMs Stronger Problem-Solvers
Paper • 2408.06195 • Published • 73 -
DC3DO: Diffusion Classifier for 3D Objects
Paper • 2408.06693 • Published • 11 -
Learning Task Decomposition to Assist Humans in Competitive Programming
Paper • 2406.04604 • Published • 4 -
Task-oriented Sequential Grounding in 3D Scenes
Paper • 2408.04034 • Published • 8 -
Sketch2Scene: Automatic Generation of Interactive 3D Game Scenes from User's Casual Sketches
Paper • 2408.04567 • Published • 26 -
CLAY: A Controllable Large-scale Generative Model for Creating High-quality 3D Assets
Paper • 2406.13897 • Published • 12 -
Streetscapes: Large-scale Consistent Street View Generation Using Autoregressive Video Diffusion
Paper • 2407.13759 • Published • 18 -
POGEMA: A Benchmark Platform for Cooperative Multi-Agent Navigation
Paper • 2407.14931 • Published • 22 -
OutfitAnyone: Ultra-high Quality Virtual Try-On for Any Clothing and Any Person
Paper • 2407.16224 • Published • 29 -
DistilDIRE: A Small, Fast, Cheap and Lightweight Diffusion Synthesized Deepfake Detection
Paper • 2406.00856 • Published • 12 -
OpenDevin: An Open Platform for AI Software Developers as Generalist Agents
Paper • 2407.16741 • Published • 77 -
3D Question Answering for City Scene Understanding
Paper • 2407.17398 • Published • 22 -
Improving 2D Feature Representations by 3D-Aware Fine-Tuning
Paper • 2407.20229 • Published • 7 -
SAM 2: Segment Anything in Images and Videos
Paper • 2408.00714 • Published • 120 -
RelBench: A Benchmark for Deep Learning on Relational Databases
Paper • 2407.20060 • Published • 9 -
RAG Foundry: A Framework for Enhancing LLMs for Retrieval Augmented Generation
Paper • 2408.02545 • Published • 40 -
MeshAnything V2: Artist-Created Mesh Generation With Adjacent Mesh Tokenization
Paper • 2408.02555 • Published • 31 -
Synthesizing Text-to-SQL Data from Weak and Strong LLMs
Paper • 2408.03256 • Published • 10 -
LLaVA-OneVision: Easy Visual Task Transfer
Paper • 2408.03326 • Published • 61 -
Transformer Explainer: Interactive Learning of Text-Generative Models
Paper • 2408.04619 • Published • 175 -
FruitNeRF: A Unified Neural Radiance Field based Fruit Counting Framework
Paper • 2408.06190 • Published • 18 -
Diversity Empowers Intelligence: Integrating Expertise of Software Engineering Agents
Paper • 2408.07060 • Published • 41 -
Imagen 3
Paper • 2408.07009 • Published • 62 -
TableBench: A Comprehensive and Complex Benchmark for Table Question Answering
Paper • 2408.09174 • Published • 52 -
LayerPano3D: Layered 3D Panorama for Hyper-Immersive Scene Generation
Paper • 2408.13252 • Published • 26 -
MuCodec: Ultra Low-Bitrate Music Codec
Paper • 2409.13216 • Published • 22 -
Training Language Models to Self-Correct via Reinforcement Learning
Paper • 2409.12917 • Published • 140 -
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution
Paper • 2409.12961 • Published • 25 -
FlexiTex: Enhancing Texture Generation with Visual Guidance
Paper • 2409.12431 • Published • 13 -
3DGS-LM: Faster Gaussian-Splatting Optimization with Levenberg-Marquardt
Paper • 2409.12892 • Published • 5 -
SpaceBlender: Creating Context-Rich Collaborative Spaces Through Generative 3D Scene Blending
Paper • 2409.13926 • Published • 6 -
PixWizard: Versatile Image-to-Image Visual Assistant with Open-Language Instructions
Paper • 2409.15278 • Published • 24 -
Improvements to SDXL in NovelAI Diffusion V3
Paper • 2409.15997 • Published • 13 -
Programming Every Example: Lifting Pre-training Data Quality like Experts at Scale
Paper • 2409.17115 • Published • 64 -
LLaVA-3D: A Simple yet Effective Pathway to Empowering LMMs with 3D-awareness
Paper • 2409.18125 • Published • 34 -
Game4Loc: A UAV Geo-Localization Benchmark from Game Data
Paper • 2409.16925 • Published • 8 -
DressRecon: Freeform 4D Human Reconstruction from Monocular Video
Paper • 2409.20563 • Published • 9 -
Posterior-Mean Rectified Flow: Towards Minimum MSE Photo-Realistic Image Restoration
Paper • 2410.00418 • Published • 10 -
SyntheOcc: Synthesize Geometric-Controlled Street View Images through 3D Semantic MPIs
Paper • 2410.00337 • Published • 11 -
Flex3D: Feed-Forward 3D Generation With Flexible Reconstruction Model And Input View Curation
Paper • 2410.00890 • Published • 21 -
Law of the Weakest Link: Cross Capabilities of Large Language Models
Paper • 2409.19951 • Published • 54 -
Illustrious: an Open Advanced Illustration Model
Paper • 2409.19946 • Published • 14 -
From Code to Correctness: Closing the Last Mile of Code Generation with Hierarchical Debugging
Paper • 2410.01215 • Published • 39 -
3DGS-DET: Empower 3D Gaussian Splatting with Boundary Guidance and Box-Focused Sampling for 3D Object Detection
Paper • 2410.01647 • Published • 31 -
Addition is All You Need for Energy-efficient Language Models
Paper • 2410.00907 • Published • 151 -
MIGA: Mixture-of-Experts with Group Aggregation for Stock Market Prediction
Paper • 2410.02241 • Published • 11 -
CANVAS: Commonsense-Aware Navigation System for Intuitive Human-Robot Interaction
Paper • 2410.01273 • Published • 12 -
A Spark of Vision-Language Intelligence: 2-Dimensional Autoregressive Transformer for Efficient Finegrained Image Generation
Paper • 2410.01912 • Published • 14 -
DOTS: Learning to Reason Dynamically in LLMs via Optimal Reasoning Trajectories Search
Paper • 2410.03864 • Published • 12 -
Seeker: Enhancing Exception Handling in Code with LLM-based Multi-Agent Approach
Paper • 2410.06949 • Published • 6 -
Data Selection via Optimal Control for Language Models
Paper • 2410.07064 • Published • 9 -
IterComp: Iterative Composition-Aware Feedback Learning from Model Gallery for Text-to-Image Generation
Paper • 2410.07171 • Published • 43 -
Does Spatial Cognition Emerge in Frontier Models?
Paper • 2410.06468 • Published • 2 -
MLLM as Retriever: Interactively Learning Multimodal Retrieval for Embodied Agents
Paper • 2410.03450 • Published • 36 -
Agent S: An Open Agentic Framework that Uses Computers Like a Human
Paper • 2410.08164 • Published • 26 -
PrefixQuant: Static Quantization Beats Dynamic through Prefixed Outliers in LLMs
Paper • 2410.05265 • Published • 33 -
LOKI: A Comprehensive Synthetic Data Detection Benchmark using Large Multimodal Models
Paper • 2410.09732 • Published • 54 -
Toward General Instruction-Following Alignment for Retrieval-Augmented Generation
Paper • 2410.09584 • Published • 48 -
Animate-X: Universal Character Image Animation with Enhanced Motion Representation
Paper • 2410.10306 • Published • 57 -
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
Paper • 2410.10563 • Published • 37 -
Semantic Image Inversion and Editing using Rectified Stochastic Differential Equations
Paper • 2410.10792 • Published • 31 -
VisRAG: Vision-based Retrieval-augmented Generation on Multi-modality Documents
Paper • 2410.10594 • Published • 29 -
Rethinking Data Selection at Scale: Random Selection is Almost All You Need
Paper • 2410.09335 • Published • 16 -
Baichuan-Omni Technical Report
Paper • 2410.08565 • Published • 87 -
Mentor-KD: Making Small Language Models Better Multi-step Reasoners
Paper • 2410.09037 • Published • 4 -
SuperCorrect: Supervising and Correcting Language Models with Error-Driven Insights
Paper • 2410.09008 • Published • 17 -
Multi-Agent Collaborative Data Selection for Efficient LLM Pretraining
Paper • 2410.08102 • Published • 21 -
StructRAG: Boosting Knowledge Intensive Reasoning of LLMs via Inference-time Hybrid Information Structurization
Paper • 2410.08815 • Published • 47 -
From Generalist to Specialist: Adapting Vision Language Models via Task-Specific Visual Instruction Tuning
Paper • 2410.06456 • Published • 37 -
Meissonic: Revitalizing Masked Generative Transformers for Efficient High-Resolution Text-to-Image Synthesis
Paper • 2410.08261 • Published • 52 -
FlatQuant: Flatness Matters for LLM Quantization
Paper • 2410.09426 • Published • 15 -
Harnessing Webpage UIs for Text-Rich Visual Understanding
Paper • 2410.13824 • Published • 30 -
MobA: A Two-Level Agent System for Efficient Mobile Task Automation
Paper • 2410.13757 • Published • 32 -
Remember, Retrieve and Generate: Understanding Infinite Visual Concepts as Your Personalized Assistant
Paper • 2410.13360 • Published • 9 -
AERO: Softmax-Only LLMs for Efficient Private Inference
Paper • 2410.13060 • Published • 4 -
MixEval-X: Any-to-Any Evaluations from Real-World Data Mixtures
Paper • 2410.13754 • Published • 76 -
MagicTailor: Component-Controllable Personalization in Text-to-Image Diffusion Models
Paper • 2410.13370 • Published • 37 -
Diffusion Curriculum: Synthetic-to-Real Generative Curriculum Learning via Image-Guided Diffusion
Paper • 2410.13674 • Published • 17 -
DAWN: Dynamic Frame Avatar with Non-autoregressive Diffusion Framework for Talking Head Video Generation
Paper • 2410.13726 • Published • 12 -
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
Paper • 2410.10812 • Published • 18 -
AutoTrain: No-code training for state-of-the-art models
Paper • 2410.15735 • Published • 59 -
PUMA: Empowering Unified MLLM with Multi-granular Visual Generation
Paper • 2410.13861 • Published • 56 -
SemiEvol: Semi-supervised Fine-tuning for LLM Adaptation
Paper • 2410.14745 • Published • 47 -
Pangea: A Fully Open Multilingual Multimodal LLM for 39 Languages
Paper • 2410.16153 • Published • 44 -
Meta-Chunking: Learning Efficient Text Segmentation via Logical Perception
Paper • 2410.12788 • Published • 23 -
DynamicCity: Large-Scale LiDAR Generation from Dynamic Scenes
Paper • 2410.18084 • Published • 13 -
Lightweight Neural App Control
Paper • 2410.17883 • Published • 9 -
ARKit LabelMaker: A New Scale for Indoor 3D Scene Understanding
Paper • 2410.13924 • Published • 8 -
LOGO -- Long cOntext aliGnment via efficient preference Optimization
Paper • 2410.18533 • Published • 43 -
Unleashing Reasoning Capability of LLMs via Scalable Question Synthesis from Scratch
Paper • 2410.18693 • Published • 42 -
Framer: Interactive Frame Interpolation
Paper • 2410.18978 • Published • 38 -
Unbounded: A Generative Infinite Game of Character Life Simulation
Paper • 2410.18975 • Published • 37 -
Distill Visual Chart Reasoning Ability from LLMs to MLLMs
Paper • 2410.18798 • Published • 21 -
WAFFLE: Multi-Modal Model for Automated Front-End Development
Paper • 2410.18362 • Published • 13 -
mistralai/Pixtral-12B-Base-2409
Updated • 11 • 108 -
Fictitious Synthetic Data Can Improve LLM Factuality via Prerequisite Learning
Paper • 2410.19290 • Published • 10 -
Continuous Speech Synthesis using per-token Latent Diffusion
Paper • 2410.16048 • Published • 29 -
MMAU: A Massive Multi-Task Audio Understanding and Reasoning Benchmark
Paper • 2410.19168 • Published • 24 -
LayerSkip: Enabling Early Exit Inference and Self-Speculative Decoding
Paper • 2404.16710 • Published • 80 -
GPT-4o System Card
Paper • 2410.21276 • Published • 87 -
Neural Fields in Robotics: A Survey
Paper • 2410.20220 • Published • 5 -
Vision Search Assistant: Empower Vision-Language Models as Multimodal Search Engines
Paper • 2410.21220 • Published • 11 -
AgentStore: Scalable Integration of Heterogeneous Agents As Specialized Generalist Computer Assistant
Paper • 2410.18603 • Published • 32 -
DreamClear: High-Capacity Real-World Image Restoration with Privacy-Safe Dataset Curation
Paper • 2410.18666 • Published • 19 -
ShadowKV: KV Cache in Shadows for High-Throughput Long-Context LLM Inference
Paper • 2410.21465 • Published • 11 -
CLEAR: Character Unlearning in Textual and Visual Modalities
Paper • 2410.18057 • Published • 209 -
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Paper • 2410.20424 • Published • 40 -
TokenFormer: Rethinking Transformer Scaling with Tokenized Model Parameters
Paper • 2410.23168 • Published • 24 -
NeuZip: Memory-Efficient Training and Inference with Dynamic Compression of Neural Networks
Paper • 2410.20650 • Published • 17 -
Unpacking SDXL Turbo: Interpreting Text-to-Image Models with Sparse Autoencoders
Paper • 2410.22366 • Published • 84 -
Language Models can Self-Lengthen to Generate Long Texts
Paper • 2410.23933 • Published • 18 -
SelfCodeAlign: Self-Alignment for Code Generation
Paper • 2410.24198 • Published • 24 -
Navigating the Unknown: A Chat-Based Collaborative Interface for Personalized Exploratory Tasks
Paper • 2410.24032 • Published • 10 -
M2rc-Eval: Massively Multilingual Repository-level Code Completion Evaluation
Paper • 2410.21157 • Published • 6 -
Face Anonymization Made Simple
Paper • 2411.00762 • Published • 9 -
HelloMeme: Integrating Spatial Knitting Attentions to Embed High-Level and Fidelity-Rich Conditions in Diffusion Models
Paper • 2410.22901 • Published • 8 -
CityGaussianV2: Efficient and Geometrically Accurate Reconstruction for Large-Scale Scenes
Paper • 2411.00771 • Published • 9 -
AndroidLab: Training and Systematic Benchmarking of Android Autonomous Agents
Paper • 2410.24024 • Published • 49 -
Training-free Regional Prompting for Diffusion Transformers
Paper • 2411.02395 • Published • 25 -
"Give Me BF16 or Give Me Death"? Accuracy-Performance Trade-Offs in LLM Quantization
Paper • 2411.02355 • Published • 51 -
MVPaint: Synchronized Multi-View Diffusion for Painting Anything 3D
Paper • 2411.02336 • Published • 24 -
GarVerseLOD: High-Fidelity 3D Garment Reconstruction from a Single In-the-Wild Image using a Dataset with Levels of Details
Paper • 2411.03047 • Published • 9 -
HtmlRAG: HTML is Better Than Plain Text for Modeling Retrieved Knowledge in RAG Systems
Paper • 2411.02959 • Published • 71 -
TIP-I2V: A Million-Scale Real Text and Image Prompt Dataset for Image-to-Video Generation
Paper • 2411.04709 • Published • 27 -
OpenCoder: The Open Cookbook for Top-Tier Code Large Language Models
Paper • 2411.04905 • Published • 127 -
RetrieveGPT: Merging Prompts and Mathematical Models for Enhanced Code-Mixed Information Retrieval
Paper • 2411.04752 • Published • 16 -
SVDQunat: Absorbing Outliers by Low-Rank Components for 4-Bit Diffusion Models
Paper • 2411.05007 • Published • 24 -
M3DocRAG: Multi-modal Retrieval is What You Need for Multi-page Multi-document Understanding
Paper • 2411.04952 • Published • 29 -
BitNet a4.8: 4-bit Activations for 1-bit LLMs
Paper • 2411.04965 • Published • 69 -
M-Longdoc: A Benchmark For Multimodal Super-Long Document Understanding And A Retrieval-Aware Tuning Framework
Paper • 2411.06176 • Published • 45 -
Edify Image: High-Quality Image Generation with Pixel Space Laplacian Diffusion Models
Paper • 2411.07126 • Published • 30 -
OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision
Paper • 2411.07199 • Published • 50 -
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM
Paper • 2411.04954 • Published • 9 -
PramaLLC/BEN
Image Segmentation • Updated • 42 • 92 -
SAMPart3D: Segment Any Part in 3D Objects
Paper • 2411.07184 • Published • 28 -
LLaMA-Mesh: Unifying 3D Mesh Generation with Language Models
Paper • 2411.09595 • Published • 77 -
MagicQuill: An Intelligent Interactive Image Editing System
Paper • 2411.09703 • Published • 80 -
Large Language Models Can Self-Improve in Long-context Reasoning
Paper • 2411.08147 • Published • 65 -
GenXD: Generating Any 3D and 4D Scenes
Paper • 2411.02319 • Published • 20 -
LLaVA-o1: Let Vision Language Models Reason Step-by-Step
Paper • 2411.10440 • Published • 129 -
SmoothCache: A Universal Inference Acceleration Technique for Diffusion Transformers
Paper • 2411.10510 • Published • 9 -
Awaker2.5-VL: Stably Scaling MLLMs with Parameter-Efficient Mixture of Experts
Paper • 2411.10669 • Published • 10 -
SlimLM: An Efficient Small Language Model for On-Device Document Assistance
Paper • 2411.09944 • Published • 12 -
BlueLM-V-3B: Algorithm and System Co-Design for Multimodal Large Language Models on Mobile Devices
Paper • 2411.10640 • Published • 46 -
Continuous Speculative Decoding for Autoregressive Image Generation
Paper • 2411.11925 • Published • 16 -
RedPajama: an Open Dataset for Training Large Language Models
Paper • 2411.12372 • Published • 57 -
ITACLIP: Boosting Training-Free Semantic Segmentation with Image, Text, and Architectural Enhancements
Paper • 2411.12044 • Published • 14 -
Building Trust: Foundations of Security, Safety and Transparency in AI
Paper • 2411.12275 • Published • 11 -
SEAGULL: No-reference Image Quality Assessment for Regions of Interest via Vision-Language Instruction Tuning
Paper • 2411.10161 • Published • 9 -
SageAttention2 Technical Report: Accurate 4 Bit Attention for Plug-and-play Inference Acceleration
Paper • 2411.10958 • Published • 57 -
SAMURAI: Adapting Segment Anything Model for Zero-Shot Visual Tracking with Motion-Aware Memory
Paper • 2411.11922 • Published • 19 -
Ultra-Sparse Memory Network
Paper • 2411.12364 • Published • 23 -
OpenScholar: Synthesizing Scientific Literature with Retrieval-augmented LMs
Paper • 2411.14199 • Published • 34 -
Natural Language Reinforcement Learning
Paper • 2411.14251 • Published • 31 -
Patience Is The Key to Large Language Model Reasoning
Paper • 2411.13082 • Published • 7 -
DINO-X: A Unified Vision Model for Open-World Object Detection and Understanding
Paper • 2411.14347 • Published • 16 -
MagicDriveDiT: High-Resolution Long Video Generation for Autonomous Driving with Adaptive Control
Paper • 2411.13807 • Published • 11 -
Hymba: A Hybrid-head Architecture for Small Language Models
Paper • 2411.13676 • Published • 47 -
Marco-o1: Towards Open Reasoning Models for Open-Ended Solutions
Paper • 2411.14405 • Published • 61 -
TÜLU 3: Pushing Frontiers in Open Language Model Post-Training
Paper • 2411.15124 • Published • 67 -
Large Multi-modal Models Can Interpret Features in Large Multi-modal Models
Paper • 2411.14982 • Published • 19 -
VideoEspresso: A Large-Scale Chain-of-Thought Dataset for Fine-Grained Video Reasoning via Core Frame Selection
Paper • 2411.14794 • Published • 13 -
MyTimeMachine: Personalized Facial Age Transformation
Paper • 2411.14521 • Published • 23 -
Adapting Vision Foundation Models for Robust Cloud Segmentation in Remote Sensing Images
Paper • 2411.13127 • Published • 4 -
Material Anything: Generating Materials for Any 3D Object via Diffusion
Paper • 2411.15138 • Published • 50 -
ShowUI: One Vision-Language-Action Model for GUI Visual Agent
Paper • 2411.17465 • Published • 90 -
Learning 3D Representations from Procedural 3D Programs
Paper • 2411.17467 • Published • 9 -
TEXGen: a Generative Diffusion Model for Mesh Textures
Paper • 2411.14740 • Published • 17 -
ROICtrl: Boosting Instance Control for Visual Generation
Paper • 2411.17949 • Published • 87 -
DreamCache: Finetuning-Free Lightweight Personalized Image Generation via Feature Caching
Paper • 2411.17786 • Published • 12 -
Adaptive Blind All-in-One Image Restoration
Paper • 2411.18412 • Published • 4 -
Beyond Examples: High-level Automated Reasoning Paradigm in In-Context Learning via MCTS
Paper • 2411.18478 • Published • 37 -
GRAPE: Generalizing Robot Policy via Preference Alignment
Paper • 2411.19309 • Published • 47 -
FAM Diffusion: Frequency and Attention Modulation for High-Resolution Image Generation with Stable Diffusion
Paper • 2411.18552 • Published • 18 -
Puzzle: Distillation-Based NAS for Inference-Optimized LLMs
Paper • 2411.19146 • Published • 17 -
MATATA: a weak-supervised MAthematical Tool-Assisted reasoning for Tabular Applications
Paper • 2411.18915 • Published • 8 -
Reverse Thinking Makes LLMs Stronger Reasoners
Paper • 2411.19865 • Published • 23 -
LLM Teacher-Student Framework for Text Classification With No Manually Annotated Data: A Case Study in IPTC News Topic Classification
Paper • 2411.19638 • Published • 6 -
Scaling Transformers for Low-Bitrate High-Quality Speech Coding
Paper • 2411.19842 • Published • 12 -
TinyFusion: Diffusion Transformers Learned Shallow
Paper • 2412.01199 • Published • 14 -
o1-Coder: an o1 Replication for Coding
Paper • 2412.00154 • Published • 44 -
SOLAMI: Social Vision-Language-Action Modeling for Immersive Interaction with 3D Autonomous Characters
Paper • 2412.00174 • Published • 23 -
The Well: a Large-Scale Collection of Diverse Physics Simulations for Machine Learning
Paper • 2412.00568 • Published • 24 -
VLsI: Verbalized Layers-to-Interactions from Large to Small Vision Language Models
Paper • 2412.01822 • Published • 16 -
Art-Free Generative Models: Art Creation Without Graphic Art Knowledge
Paper • 2412.00176 • Published • 9 -
HUGSIM: A Real-Time, Photo-Realistic and Closed-Loop Simulator for Autonomous Driving
Paper • 2412.01718 • Published • 3 -
LSceneLLM: Enhancing Large 3D Scene Understanding Using Adaptive Visual Preferences
Paper • 2412.01292 • Published • 13 -
SNOOPI: Supercharged One-step Diffusion Distillation with Proper Guidance
Paper • 2412.02687 • Published • 113 -
PaliGemma 2: A Family of Versatile VLMs for Transfer
Paper • 2412.03555 • Published • 133 -
Distilling Diffusion Models to Efficient 3D LiDAR Scene Completion
Paper • 2412.03515 • Published • 27 -
NitroFusion: High-Fidelity Single-Step Diffusion through Dynamic Adversarial Training
Paper • 2412.02030 • Published • 19 -
MIDI: Multi-Instance Diffusion for Single Image to 3D Scene Generation
Paper • 2412.03558 • Published • 20 -
CleanDIFT: Diffusion Features without Noise
Paper • 2412.03439 • Published • 13 -
Mimir: Improving Video Diffusion Models for Precise Text Understanding
Paper • 2412.03085 • Published • 12 -
Code-as-Monitor: Constraint-aware Visual Programming for Reactive and Proactive Robotic Failure Detection
Paper • 2412.04455 • Published • 38 -
Around the World in 80 Timesteps: A Generative Approach to Global Visual Geolocation
Paper • 2412.06781 • Published • 23 -
StyleMaster: Stylize Your Video with Artistic Generation and Translation
Paper • 2412.07744 • Published • 20 -
Are Your LLMs Capable of Stable Reasoning?
Paper • 2412.13147 • Published • 93 -
GeoX: Geometric Problem Solving Through Unified Formalized Vision-Language Pre-training
Paper • 2412.11863 • Published • 4 -
TidyBot++: An Open-Source Holonomic Mobile Manipulator for Robot Learning
Paper • 2412.10447 • Published • 5 -
The Open Source Advantage in Large Language Models (LLMs)
Paper • 2412.12004 • Published • 10 -
Smaller Language Models Are Better Instruction Evolvers
Paper • 2412.11231 • Published • 28 -
RetroLLM: Empowering Large Language Models to Retrieve Fine-grained Evidence within Generation
Paper • 2412.11919 • Published • 36 -
Byte Latent Transformer: Patches Scale Better Than Tokens
Paper • 2412.09871 • Published • 108 -
Multi-Dimensional Insights: Benchmarking Real-World Personalization in Large Multimodal Models
Paper • 2412.12606 • Published • 41 -
Compressed Chain of Thought: Efficient Reasoning Through Dense Representations
Paper • 2412.13171 • Published • 35 -
VisDoM: Multi-Document QA with Visually Rich Elements Using Multimodal Retrieval-Augmented Generation
Paper • 2412.10704 • Published • 16 -
Seeker: Towards Exception Safety Code Generation with Intermediate Language Agents Framework
Paper • 2412.11713 • Published • 6 -
RAG-RewardBench: Benchmarking Reward Models in Retrieval Augmented Generation for Preference Alignment
Paper • 2412.13746 • Published • 9 -
Phi-4 Technical Report
Paper • 2412.08905 • Published • 122 -
Evaluating and Aligning CodeLLMs on Human Preference
Paper • 2412.05210 • Published • 49 -
Lyra: An Efficient and Speech-Centric Framework for Omni-Cognition
Paper • 2412.09501 • Published • 48 -
Euclid: Supercharging Multimodal LLMs with Synthetic High-Fidelity Visual Descriptions
Paper • 2412.08737 • Published • 54 -
FreeScale: Unleashing the Resolution of Diffusion Models via Tuning-Free Scale Fusion
Paper • 2412.09626 • Published • 21 -
Measuring and Enhancing Trustworthiness of LLMs in RAG through Grounded Attributions and Learning to Refuse
Paper • 2409.11242 • Published • 7 -
GenEx: Generating an Explorable World
Paper • 2412.09624 • Published • 98 -
Smarter, Better, Faster, Longer: A Modern Bidirectional Encoder for Fast, Memory Efficient, and Long Context Finetuning and Inference
Paper • 2412.13663 • Published • 162 -
AniDoc: Animation Creation Made Easier
Paper • 2412.14173 • Published • 58 -
TheAgentCompany: Benchmarking LLM Agents on Consequential Real World Tasks
Paper • 2412.14161 • Published • 51 -
Thinking in Space: How Multimodal Large Language Models See, Remember, and Recall Spaces
Paper • 2412.14171 • Published • 24 -
Mix-LN: Unleashing the Power of Deeper Layers by Combining Pre-LN and Post-LN
Paper • 2412.13795 • Published • 20 -
LongBench v2: Towards Deeper Understanding and Reasoning on Realistic Long-context Multitasks
Paper • 2412.15204 • Published • 39 -
MegaPairs: Massive Data Synthesis For Universal Multimodal Retrieval
Paper • 2412.14475 • Published • 57 -
Progressive Multimodal Reasoning via Active Retrieval
Paper • 2412.14835 • Published • 73 -
Qwen2.5 Technical Report
Paper • 2412.15115 • Published • 377 -
CAD-Recode: Reverse Engineering CAD Code from Point Clouds
Paper • 2412.14042 • Published • 6 -
Predicting the Original Appearance of Damaged Historical Documents
Paper • 2412.11634 • Published • 4 -
AnySat: An Earth Observation Model for Any Resolutions, Scales, and Modalities
Paper • 2412.14123 • Published • 11 -
Parallelized Autoregressive Visual Generation
Paper • 2412.15119 • Published • 53 -
SCOPE: Optimizing Key-Value Cache Compression in Long-context Generation
Paper • 2412.13649 • Published • 21 -
MixLLM: LLM Quantization with Global Mixed-precision between Output-features and Highly-efficient System Design
Paper • 2412.14590 • Published • 15 -
Multi-LLM Text Summarization
Paper • 2412.15487 • Published • 6 -
IDOL: Instant Photorealistic 3D Human Creation from a Single Image
Paper • 2412.14963 • Published • 6 -
DepthLab: From Partial to Complete
Paper • 2412.18153 • Published • 36 -
SKETCH: Structured Knowledge Enhanced Text Comprehension for Holistic Retrieval
Paper • 2412.15443 • Published • 10 -
RobustFT: Robust Supervised Fine-tuning for Large Language Models under Noisy Response
Paper • 2412.14922 • Published • 88 -
Mulberry: Empowering MLLM with o1-like Reasoning and Reflection via Collective Monte Carlo Tree Search
Paper • 2412.18319 • Published • 39 -
YuLan-Mini: An Open Data-efficient Language Model
Paper • 2412.17743 • Published • 66 -
MMFactory: A Universal Solution Search Engine for Vision-Language Tasks
Paper • 2412.18072 • Published • 18 -
Expanding Performance Boundaries of Open-Source Multimodal Models with Model, Data, and Test-Time Scaling
Paper • 2412.05271 • Published • 160 -
Orient Anything: Learning Robust Object Orientation Estimation from Rendering 3D Models
Paper • 2412.18605 • Published • 21 -
Automating the Enterprise with Foundation Models
Paper • 2405.03710 • Published • 1 -
1.58-bit FLUX
Paper • 2412.18653 • Published • 86 -
Explanatory Instructions: Towards Unified Vision Tasks Understanding and Zero-shot Generalization
Paper • 2412.18525 • Published • 74 -
Bringing Objects to Life: 4D generation from 3D objects
Paper • 2412.20422 • Published • 41 -
Edicho: Consistent Image Editing in the Wild
Paper • 2412.21079 • Published • 22 -
Slow Perception: Let's Perceive Geometric Figures Step-by-step
Paper • 2412.20631 • Published • 15 -
OneKE: A Dockerized Schema-Guided LLM Agent-based Knowledge Extraction System
Paper • 2412.20005 • Published • 17 -
EXAONE 3.5: Series of Large Language Models for Real-world Use Cases
Paper • 2412.04862 • Published • 50 -
ProgCo: Program Helps Self-Correction of Large Language Models
Paper • 2501.01264 • Published • 26 -
2.5 Years in Class: A Multimodal Textbook for Vision-Language Pretraining
Paper • 2501.00958 • Published • 109 -
MapEval: A Map-Based Evaluation of Geo-Spatial Reasoning in Foundation Models
Paper • 2501.00316 • Published • 23 -
MapQaTor: A System for Efficient Annotation of Map Query Datasets
Paper • 2412.21015 • Published • 9 -
OS-Genesis: Automating GUI Agent Trajectory Construction via Reverse Task Synthesis
Paper • 2412.19723 • Published • 87 -
AutoPresent: Designing Structured Visuals from Scratch
Paper • 2501.00912 • Published • 8 -
BoostStep: Boosting mathematical capability of Large Language Models via improved single-step reasoning
Paper • 2501.03226 • Published • 43 -
Test-time Computing: from System-1 Thinking to System-2 Thinking
Paper • 2501.02497 • Published • 45 -
Personalized Graph-Based Retrieval for Large Language Models
Paper • 2501.02157 • Published • 31 -
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model
Paper • 2501.02790 • Published • 8 -
Dolphin: Closed-loop Open-ended Auto-research through Thinking, Practice, and Feedback
Paper • 2501.03916 • Published • 16 -
REINFORCE++: A Simple and Efficient Approach for Aligning Large Language Models
Paper • 2501.03262 • Published • 104 -
Sa2VA: Marrying SAM2 with LLaVA for Dense Grounded Understanding of Images and Videos
Paper • 2501.04001 • Published • 47 -
LLaVA-Mini: Efficient Image and Video Large Multimodal Models with One Vision Token
Paper • 2501.03895 • Published • 52 -
Cosmos World Foundation Model Platform for Physical AI
Paper • 2501.03575 • Published • 82 -
GeAR: Generation Augmented Retrieval
Paper • 2501.02772 • Published • 21 -
SPAR3D: Stable Point-Aware Reconstruction of 3D Objects from Single Images
Paper • 2501.04689 • Published • 17 -
rStar-Math: Small LLMs Can Master Math Reasoning with Self-Evolved Deep Thinking
Paper • 2501.04519 • Published • 290 -
LLM4SR: A Survey on Large Language Models for Scientific Research
Paper • 2501.04306 • Published • 35 -
Towards System 2 Reasoning in LLMs: Learning How to Think With Meta Chain-of-Though
Paper • 2501.04682 • Published • 99 -
Multi-task retriever fine-tuning for domain-specific and efficient RAG
Paper • 2501.04652 • Published • 10 -
Enhancing Human-Like Responses in Large Language Models
Paper • 2501.05032 • Published • 61 -
LlamaV-o1: Rethinking Step-by-step Visual Reasoning in LLMs
Paper • 2501.06186 • Published • 65 -
Multiagent Finetuning: Self Improvement with Diverse Reasoning Chains
Paper • 2501.05707 • Published • 20 -
Demystifying Domain-adaptive Post-training for Financial LLMs
Paper • 2501.04961 • Published • 11 -
Tensor Product Attention Is All You Need
Paper • 2501.06425 • Published • 90 -
MinMo: A Multimodal Large Language Model for Seamless Voice Interaction
Paper • 2501.06282 • Published • 53 -
UnCommon Objects in 3D
Paper • 2501.07574 • Published • 13 -
MiniMax-01: Scaling Foundation Models with Lightning Attention
Paper • 2501.08313 • Published • 302 -
MMDocIR: Benchmarking Multi-Modal Retrieval for Long Documents
Paper • 2501.08828 • Published • 30 -
CityDreamer4D: Compositional Generative Model of Unbounded 4D Cities
Paper • 2501.08983 • Published • 22 -
SynthLight: Portrait Relighting with Diffusion Model by Learning to Re-render Synthetic Faces
Paper • 2501.09756 • Published • 20 -
OmniThink: Expanding Knowledge Boundaries in Machine Writing through Thinking
Paper • 2501.09751 • Published • 46 -
Evolving Deeper LLM Thinking
Paper • 2501.09891 • Published • 115 -
PaSa: An LLM Agent for Comprehensive Academic Paper Search
Paper • 2501.10120 • Published • 55 -
X-Dyna: Expressive Dynamic Human Image Animation
Paper • 2501.10021 • Published • 14 -
Mobile-Agent-E: Self-Evolving Mobile Assistant for Complex Tasks
Paper • 2501.11733 • Published • 28 -
Condor: Enhance LLM Alignment with Knowledge-Driven Data Synthesis and Refinement
Paper • 2501.12273 • Published • 14 -
DeepSeek-R1: Incentivizing Reasoning Capability in LLMs via Reinforcement Learning
Paper • 2501.12948 • Published • 443 -
Learn-by-interact: A Data-Centric Framework for Self-Adaptive Agents in Realistic Environments
Paper • 2501.10893 • Published • 26 -
GSTAR: Gaussian Surface Tracking and Reconstruction
Paper • 2501.10283 • Published • 4 -
Chain-of-Retrieval Augmented Generation
Paper • 2501.14342 • Published • 58 -
Multiview Equivariance Improves 3D Correspondence Understanding with Minimal Feature Finetuning
Paper • 2411.19458 • Published • 6 -
Streaming DiLoCo with overlapping communication: Towards a Distributed Free Lunch
Paper • 2501.18512 • Published • 29 -
Zero-Shot Novel View and Depth Synthesis with Multi-View Geometric Diffusion
Paper • 2501.18804 • Published • 5 -
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2
Paper • 2502.03544 • Published • 44 -
PlotGen: Multi-Agent LLM-based Scientific Data Visualization via Multimodal Feedback
Paper • 2502.00988 • Published • 6 -
SmolLM2: When Smol Goes Big -- Data-Centric Training of a Small Language Model
Paper • 2502.02737 • Published • 257 -
Demystifying Long Chain-of-Thought Reasoning in LLMs
Paper • 2502.03373 • Published • 58 -
LayerTracer: Cognitive-Aligned Layered SVG Synthesis via Diffusion Transformer
Paper • 2502.01105 • Published • 21 -
TwinMarket: A Scalable Behavioral and Social Simulation for Financial Markets
Paper • 2502.01506 • Published • 39 -
Riddle Me This! Stealthy Membership Inference for Retrieval-Augmented Generation
Paper • 2502.00306 • Published • 5 -
COCONut-PanCap: Joint Panoptic Segmentation and Grounded Captions for Fine-Grained Understanding and Generation
Paper • 2502.02589 • Published • 9 -
AlignVLM: Bridging Vision and Language Latent Spaces for Multimodal Understanding
Paper • 2502.01341 • Published • 39 -
ChunkKV: Semantic-Preserving KV Cache Compression for Efficient Long-Context LLM Inference
Paper • 2502.00299 • Published • 3 -
FastKV: Decoupling of Context Reduction and KV Cache Compression for Prefill-Decoding Acceleration
Paper • 2502.01068 • Published • 18 -
Text-to-CAD Generation Through Infusing Visual Feedback in Large Language Models
Paper • 2501.19054 • Published • 9 -
SafeRAG: Benchmarking Security in Retrieval-Augmented Generation of Large Language Model
Paper • 2501.18636 • Published • 31 -
DeepRAG: Thinking to Retrieval Step by Step for Large Language Models
Paper • 2502.01142 • Published • 25 -
QuEST: Stable Training of LLMs with 1-Bit Weights and Activations
Paper • 2502.05003 • Published • 44 -
CMoE: Fast Carving of Mixture-of-Experts for Efficient LLM Inference
Paper • 2502.04416 • Published • 12 -
Continuous 3D Perception Model with Persistent State
Paper • 2501.12387 • Published • 4 -
CodeSteer: Symbolic-Augmented Language Models via Code/Text Guidance
Paper • 2502.04350 • Published • 11 -
Can 1B LLM Surpass 405B LLM? Rethinking Compute-Optimal Test-Time Scaling
Paper • 2502.06703 • Published • 153 -
CAD-Editor: A Locate-then-Infill Framework with Automated Training Data Synthesis for Text-Based CAD Editing
Paper • 2502.03997 • Published • 11 -
LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
Paper • 2502.07374 • Published • 40 -
Towards Trustworthy Retrieval Augmented Generation for Large Language Models: A Survey
Paper • 2502.06872 • Published • 8 -
WorldGUI: Dynamic Testing for Comprehensive Desktop GUI Automation
Paper • 2502.08047 • Published • 28 -
BenchMAX: A Comprehensive Multilingual Evaluation Suite for Large Language Models
Paper • 2502.07346 • Published • 53 -
Fino1: On the Transferability of Reasoning Enhanced LLMs to Finance
Paper • 2502.08127 • Published • 59 -
NatureLM: Deciphering the Language of Nature for Scientific Discovery
Paper • 2502.07527 • Published • 20 -
Scaling Pre-training to One Hundred Billion Data for Vision Language Models
Paper • 2502.07617 • Published • 29 -
Retrieval-augmented Large Language Models for Financial Time Series Forecasting
Paper • 2502.05878 • Published • 40 -
3CAD: A Large-Scale Real-World 3C Product Dataset for Unsupervised Anomaly
Paper • 2502.05761 • Published • 7 -
The Stochastic Parrot on LLM's Shoulder: A Summative Assessment of Physical Concept Understanding
Paper • 2502.08946 • Published • 192 -
TripoSG: High-Fidelity 3D Shape Synthesis using Large-Scale Rectified Flow Models
Paper • 2502.06608 • Published • 39 -
InfiniteHiP: Extending Language Model Context Up to 3 Million Tokens on a Single GPU
Paper • 2502.08910 • Published • 149 -
RealSyn: An Effective and Scalable Multimodal Interleaved Document Transformation Paradigm
Paper • 2502.12513 • Published • 16 -
MLGym: A New Framework and Benchmark for Advancing AI Research Agents
Paper • 2502.14499 • Published • 195 -
SigLIP 2: Multilingual Vision-Language Encoders with Improved Semantic Understanding, Localization, and Dense Features
Paper • 2502.14786 • Published • 161 -
SuperGPQA: Scaling LLM Evaluation across 285 Graduate Disciplines
Paper • 2502.14739 • Published • 110 -
Qwen2.5-VL Technical Report
Paper • 2502.13923 • Published • 217 -
SongGen: A Single Stage Auto-regressive Transformer for Text-to-Song Generation
Paper • 2502.13128 • Published • 41 -
NExT-Mol: 3D Diffusion Meets 1D Language Modeling for 3D Molecule Generation
Paper • 2502.12638 • Published • 9 -
Reducing Hallucinations in Language Model-based SPARQL Query Generation Using Post-Generation Memory Retrieval
Paper • 2502.13369 • Published • 2 -
Logic-RL: Unleashing LLM Reasoning with Rule-Based Reinforcement Learning
Paper • 2502.14768 • Published • 47 -
LongWriter-V: Enabling Ultra-Long and High-Fidelity Generation in Vision-Language Models
Paper • 2502.14834 • Published • 24 -
S^2R: Teaching LLMs to Self-verify and Self-correct via Reinforcement Learning
Paper • 2502.12853 • Published • 29 -
Scaling Text-Rich Image Understanding via Code-Guided Synthetic Multimodal Data Generation
Paper • 2502.14846 • Published • 15 -
NAVIG: Natural Language-guided Analysis with Vision Language Models for Image Geo-localization
Paper • 2502.14638 • Published • 11 -
Geolocation with Real Human Gameplay Data: A Large-Scale Dataset and Human-Like Reasoning Framework
Paper • 2502.13759 • Published • 3 -
InfiR : Crafting Effective Small Language Models and Multimodal Small Language Models in Reasoning
Paper • 2502.11573 • Published • 9 -
Thus Spake Long-Context Large Language Model
Paper • 2502.17129 • Published • 73 -
Slamming: Training a Speech Language Model on One GPU in a Day
Paper • 2502.15814 • Published • 69 -
Audio-FLAN: A Preliminary Release
Paper • 2502.16584 • Published • 36 -
LLM-Microscope: Uncovering the Hidden Role of Punctuation in Context Memory of Transformers
Paper • 2502.15007 • Published • 175 -
Distill Any Depth: Distillation Creates a Stronger Monocular Depth Estimator
Paper • 2502.19204 • Published • 11 -
AISafetyLab: A Comprehensive Framework for AI Safety Evaluation and Improvement
Paper • 2502.16776 • Published • 6 -
SpargeAttn: Accurate Sparse Attention Accelerating Any Model Inference
Paper • 2502.18137 • Published • 60 -
Stable-SPAM: How to Train in 4-Bit More Stably than 16-Bit Adam
Paper • 2502.17055 • Published • 20 -
Towards Fully-Automated Materials Discovery via Large-Scale Synthesis Dataset and Expert-Level LLM-as-a-Judge
Paper • 2502.16457 • Published • 12 -
Unveiling Downstream Performance Scaling of LLMs: A Clustering-Based Perspective
Paper • 2502.17262 • Published • 22 -
ViDoRAG: Visual Document Retrieval-Augmented Generation via Dynamic Iterative Reasoning Agents
Paper • 2502.18017 • Published • 21 -
TeleRAG: Efficient Retrieval-Augmented Generation Inference with Lookahead Retrieval
Paper • 2502.20969 • Published • 11 -
Babel: Open Multilingual Large Language Models Serving Over 90% of Global Speakers
Paper • 2503.00865 • Published • 64 -
MPO: Boosting LLM Agents with Meta Plan Optimization
Paper • 2503.02682 • Published • 29 -
Wikipedia in the Era of LLMs: Evolution and Risks
Paper • 2503.02879 • Published • 22 -
EgoLife: Towards Egocentric Life Assistant
Paper • 2503.03803 • Published • 46 -
Unified Reward Model for Multimodal Understanding and Generation
Paper • 2503.05236 • Published • 124 -
Feature-Level Insights into Artificial Text Detection with Sparse Autoencoders
Paper • 2503.03601 • Published • 233 -
Beyond RAG: Task-Aware KV Cache Compression for Comprehensive Knowledge Reasoning
Paper • 2503.04973 • Published • 27 -
EuroBERT: Scaling Multilingual Encoders for European Languages
Paper • 2503.05500 • Published • 81 -
Transformers without Normalization
Paper • 2503.10622 • Published • 172 -
Block Diffusion: Interpolating Between Autoregressive and Diffusion Language Models
Paper • 2503.09573 • Published • 76 -
Motion Anything: Any to Motion Generation
Paper • 2503.06955 • Published • 35 -
Monte Carlo Diffusion for Generalizable Learning-Based RANSAC
Paper • 2503.09410 • Published • 1 -
AI-native Memory 2.0: Second Me
Paper • 2503.08102 • Published • 13 -
Benchmarking AI Models in Software Engineering: A Review, Search Tool, and Enhancement Protocol
Paper • 2503.05860 • Published • 11 -
LightGen: Efficient Image Generation through Knowledge Distillation and Direct Preference Optimization
Paper • 2503.08619 • Published • 20 -
Gemini Embedding: Generalizable Embeddings from Gemini
Paper • 2503.07891 • Published • 46 -
More Documents, Same Length: Isolating the Challenge of Multiple Documents in RAG
Paper • 2503.04388 • Published • 17 -
SEAP: Training-free Sparse Expert Activation Pruning Unlock the Brainpower of Large Language Models
Paper • 2503.07605 • Published • 66 -
TinyR1-32B-Preview: Boosting Accuracy with Branch-Merge Distillation
Paper • 2503.04872 • Published • 15 -
RWKV-7 "Goose" with Expressive Dynamic State Evolution
Paper • 2503.14456 • Published • 154 -
Impossible Videos
Paper • 2503.14378 • Published • 61 -
Infinite Mobility: Scalable High-Fidelity Synthesis of Articulated Objects via Procedural Generation
Paper • 2503.13424 • Published • 30 -
FlexWorld: Progressively Expanding 3D Scenes for Flexiable-View Synthesis
Paper • 2503.13265 • Published • 15 -
MM-Spatial: Exploring 3D Spatial Understanding in Multimodal LLMs
Paper • 2503.13111 • Published • 7 -
BlobCtrl: A Unified and Flexible Framework for Element-level Image Generation and Editing
Paper • 2503.13434 • Published • 27 -
R1-VL: Learning to Reason with Multimodal Large Language Models via Step-wise Group Relative Policy Optimization
Paper • 2503.12937 • Published • 30 -
Personalize Anything for Free with Diffusion Transformer
Paper • 2503.12590 • Published • 44 -
DreamRenderer: Taming Multi-Instance Attribute Control in Large-Scale Text-to-Image Models
Paper • 2503.12885 • Published • 43 -
ReCamMaster: Camera-Controlled Generative Rendering from A Single Video
Paper • 2503.11647 • Published • 148 -
PLADIS: Pushing the Limits of Attention in Diffusion Models at Inference Time by Leveraging Sparsity
Paper • 2503.07677 • Published • 86 -
SmolDocling: An ultra-compact vision-language model for end-to-end multi-modal document conversion
Paper • 2503.11576 • Published • 155 -
VGGT: Visual Geometry Grounded Transformer
Paper • 2503.11651 • Published • 36 -
TreeMeshGPT: Artistic Mesh Generation with Autoregressive Tree Sequencing
Paper • 2503.11629 • Published • 6 -
MaRI: Material Retrieval Integration across Domains
Paper • 2503.08111 • Published • 7 -
SynCity: Training-Free Generation of 3D Worlds
Paper • 2503.16420 • Published • 27 -
M3: 3D-Spatial MultiModal Memory
Paper • 2503.16413 • Published • 15 -
Fin-R1: A Large Language Model for Financial Reasoning through Reinforcement Learning
Paper • 2503.16252 • Published • 31 -
NuiScene: Exploring Efficient Generation of Unbounded Outdoor Scenes
Paper • 2503.16375 • Published • 10 -
Sonata: Self-Supervised Learning of Reliable Point Representations
Paper • 2503.16429 • Published • 13 -
V-Seek: Accelerating LLM Reasoning on Open-hardware Server-class RISC-V Platforms
Paper • 2503.17422 • Published • 6 -
Typed-RAG: Type-aware Multi-Aspect Decomposition for Non-Factoid Question Answering
Paper • 2503.15879 • Published • 6 -
Large Language Model Agent: A Survey on Methodology, Applications and Challenges
Paper • 2503.21460 • Published • 83 -
LeX-Art: Rethinking Text Generation via Scalable High-Quality Data Synthesis
Paper • 2503.21749 • Published • 26 -
ReaRAG: Knowledge-guided Reasoning Enhances Factuality of Large Reasoning Models with Iterative Retrieval Augmented Generation
Paper • 2503.21729 • Published • 29 -
Lumina-Image 2.0: A Unified and Efficient Image Generative Framework
Paper • 2503.21758 • Published • 22 -
BizGen: Advancing Article-level Visual Text Rendering for Infographics Generation
Paper • 2503.20672 • Published • 14 -
MCTS-RAG: Enhancing Retrieval-Augmented Generation with Monte Carlo Tree Search
Paper • 2503.20757 • Published • 11 -
OpenCity3D: What do Vision-Language Models know about Urban Environments?
Paper • 2503.16776 • Published • 3 -
Aether: Geometric-Aware Unified World Modeling
Paper • 2503.18945 • Published • 28 -
Feather-SQL: A Lightweight NL2SQL Framework with Dual-Model Collaboration Paradigm for Small Language Models
Paper • 2503.17811 • Published • 13 -
SparseFlex: High-Resolution and Arbitrary-Topology 3D Shape Modeling
Paper • 2503.21732 • Published • 9 -
Harnessing the Reasoning Economy: A Survey of Efficient Reasoning for Large Language Models
Paper • 2503.24377 • Published • 18 -
TextCrafter: Accurately Rendering Multiple Texts in Complex Visual Scenes
Paper • 2503.23461 • Published • 94 -
Hi3DGen: High-fidelity 3D Geometry Generation from Images via Normal Bridging
Paper • 2503.22236 • Published • 11 -
Free4D: Tuning-free 4D Scene Generation with Spatial-Temporal Consistency
Paper • 2503.20785 • Published • 22 -
AdaptiVocab: Enhancing LLM Efficiency in Focused Domains through Lightweight Vocabulary Adaptation
Paper • 2503.19693 • Published • 76 -
MeshCraft: Exploring Efficient and Controllable Mesh Generation with Flow-based DiTs
Paper • 2503.23022 • Published • 6 -
Query and Conquer: Execution-Guided SQL Generation
Paper • 2503.24364 • Published • 17 -
Reasoning-SQL: Reinforcement Learning with SQL Tailored Partial Rewards for Reasoning-Enhanced Text-to-SQL
Paper • 2503.23157 • Published • 10 -
Scene-Centric Unsupervised Panoptic Segmentation
Paper • 2504.01955 • Published • 4 -
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems
Paper • 2504.01990 • Published • 305 -
OmniSVG: A Unified Scalable Vector Graphics Generation Model
Paper • 2504.06263 • Published • 186 -
Hogwild! Inference: Parallel LLM Generation via Concurrent Attention
Paper • 2504.06261 • Published • 110 -
HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
Paper • 2504.05897 • Published • 21 -
URECA: Unique Region Caption Anything
Paper • 2504.05305 • Published • 35 -
Mamba as a Bridge: Where Vision Foundation Models Meet Vision Language Models for Domain-Generalized Semantic Segmentation
Paper • 2504.03193 • Published • 4 -
Agentic Knowledgeable Self-awareness
Paper • 2504.03553 • Published • 27 -
SynWorld: Virtual Scenario Synthesis for Agentic Action Knowledge Refinement
Paper • 2504.03561 • Published • 18 -
agentica-org/DeepCoder-14B-Preview
Text Generation • Updated • 493 • • 680 -
SQL-R1: Training Natural Language to SQL Reasoning Model By Reinforcement Learning
Paper • 2504.08600 • Published • 33 -
Do PhD-level LLMs Truly Grasp Elementary Addition? Probing Rule Learning vs. Memorization in Large Language Models
Paper • 2504.05262 • Published • 11 -
Visual Chronicles: Using Multimodal LLMs to Analyze Massive Collections of Images
Paper • 2504.08727 • Published • 12 -
VLM-R1: A Stable and Generalizable R1-style Large Vision-Language Model
Paper • 2504.07615 • Published • 35 -
Kimi-VL Technical Report
Paper • 2504.07491 • Published • 138 -
Towards Learning to Complete Anything in Lidar
Paper • 2504.12264 • Published • 9 -
BlockGaussian: Efficient Large-Scale Scene Novel View Synthesis via Adaptive Block-Based Gaussian Splatting
Paper • 2504.09048 • Published • 7 -
DataDecide: How to Predict Best Pretraining Data with Small Experiments
Paper • 2504.11393 • Published • 18 -
Diffusion Distillation With Direct Preference Optimization For Efficient 3D LiDAR Scene Completion
Paper • 2504.11447 • Published • 4 -
AlayaDB: The Data Foundation for Efficient and Effective Long-context LLM Inference
Paper • 2504.10326 • Published • 25 -
A Strategic Coordination Framework of Small LLMs Matches Large LLMs in Data Synthesis
Paper • 2504.12322 • Published • 28 -
PerceptionLM: Open-Access Data and Models for Detailed Visual Understanding
Paper • 2504.13180 • Published • 20 -
70% Size, 100% Accuracy: Lossless LLM Compression for Efficient GPU Inference via Dynamic-Length Float
Paper • 2504.11651 • Published • 31 -
Retrieval-Augmented Generation with Conflicting Evidence
Paper • 2504.13079 • Published • 6 -
MIG: Automatic Data Selection for Instruction Tuning by Maximizing Information Gain in Semantic Space
Paper • 2504.13835 • Published • 38 -
NodeRAG: Structuring Graph-based RAG with Heterogeneous Nodes
Paper • 2504.11544 • Published • 44 -
AerialMegaDepth: Learning Aerial-Ground Reconstruction and View Synthesis
Paper • 2504.13157 • Published • 20 -
IberBench: LLM Evaluation on Iberian Languages
Paper • 2504.16921 • Published • 8 -
Paper2Code: Automating Code Generation from Scientific Papers in Machine Learning
Paper • 2504.17192 • Published • 124 -
Breaking the Modality Barrier: Universal Embedding Learning with Multimodal LLMs
Paper • 2504.17432 • Published • 40 -
Large Language Models can accomplish Business Process Management Tasks
Paper • 2307.09923 • Published -
DataLab: A Unifed Platform for LLM-Powered Business Intelligence
Paper • 2412.02205 • Published -
Mask2Map: Vectorized HD Map Construction Using Bird's Eye View Segmentation Masks
Paper • 2407.13517 • Published -
Layered Image Vectorization via Semantic Simplification
Paper • 2406.05404 • Published • 3 -
VectorMapNet: End-to-end Vectorized HD Map Learning
Paper • 2206.08920 • Published -
RETVec: Resilient and Efficient Text Vectorizer
Paper • 2302.09207 • Published • 3 -
MARVEL: Raster Manga Vectorization via Primitive-wise Deep Reinforcement Learning
Paper • 2110.04830 • Published -
Retrieval Augmented Structured Generation: Business Document Information Extraction As Tool Use
Paper • 2405.20245 • Published • 1 -
UniversalRAG: Retrieval-Augmented Generation over Multiple Corpora with Diverse Modalities and Granularities
Paper • 2504.20734 • Published • 62 -
OpenVision: A Fully-Open, Cost-Effective Family of Advanced Vision Encoders for Multimodal Learning
Paper • 2505.04601 • Published • 29 -
Unified Multimodal Chain-of-Thought Reward Model through Reinforcement Fine-Tuning
Paper • 2505.03318 • Published • 94 -
RetroInfer: A Vector-Storage Approach for Scalable Long-Context LLM Inference
Paper • 2505.02922 • Published • 28 -
Geospatial Mechanistic Interpretability of Large Language Models
Paper • 2505.03368 • Published • 12 -
A Survey on Inference Engines for Large Language Models: Perspectives on Optimization and Efficiency
Paper • 2505.01658 • Published • 39 -
Improving Editability in Image Generation with Layer-wise Memory
Paper • 2505.01079 • Published • 29 -
Real-World Gaps in AI Governance Research
Paper • 2505.00174 • Published • 12 -
PlaceIt3D: Language-Guided Object Placement in Real 3D Scenes
Paper • 2505.05288 • Published • 14 -
LiftFeat: 3D Geometry-Aware Local Feature Matching
Paper • 2505.03422 • Published • 8 -
Generating Physically Stable and Buildable LEGO Designs from Text
Paper • 2505.05469 • Published • 28 -
Step1X-3D: Towards High-Fidelity and Controllable Generation of Textured 3D Assets
Paper • 2505.07747 • Published • 61 -
Seed1.5-VL Technical Report
Paper • 2505.07062 • Published • 157 -
LLM-Independent Adaptive RAG: Let the Question Speak for Itself
Paper • 2505.04253 • Published • 14 -
Depth Anything with Any Prior
Paper • 2505.10565 • Published • 13 -
AdaptCLIP: Adapting CLIP for Universal Visual Anomaly Detection
Paper • 2505.09926 • Published • 6 -
MetaUAS: Universal Anomaly Segmentation with One-Prompt Meta-Learning
Paper • 2505.09265 • Published • 5 -
NovelSeek: When Agent Becomes the Scientist -- Building Closed-Loop System from Hypothesis to Verification
Paper • 2505.16938 • Published • 121 -
Web-Shepherd: Advancing PRMs for Reinforcing Web Agents
Paper • 2505.15277 • Published • 105 -
MMaDA: Multimodal Large Diffusion Language Models
Paper • 2505.15809 • Published • 98 -
VeriThinker: Learning to Verify Makes Reasoning Model Efficient
Paper • 2505.17941 • Published • 25 -
Can MLLMs Guide Me Home? A Benchmark Study on Fine-Grained Visual Reasoning from Transit Maps
Paper • 2505.18675 • Published • 26 -
ARM: Adaptive Reasoning Model
Paper • 2505.20258 • Published • 45 -
Direct3D-S2: Gigascale 3D Generation Made Easy with Spatial Sparse Attention
Paper • 2505.17412 • Published • 22 -
FullFront: Benchmarking MLLMs Across the Full Front-End Engineering Workflow
Paper • 2505.17399 • Published • 14 -
Thought-Augmented Policy Optimization: Bridging External Guidance and Internal Capabilities
Paper • 2505.15692 • Published • 14 -
Are Vision-Language Models Safe in the Wild? A Meme-Based Benchmark Study
Paper • 2505.15389 • Published • 8 -
Shifting AI Efficiency From Model-Centric to Data-Centric Compression
Paper • 2505.19147 • Published • 146 -
Spatial-MLLM: Boosting MLLM Capabilities in Visual-based Spatial Intelligence
Paper • 2505.23747 • Published • 69 -
Table-R1: Inference-Time Scaling for Table Reasoning
Paper • 2505.23621 • Published • 93 -
ZeroGUI: Automating Online GUI Learning at Zero Human Cost
Paper • 2505.23762 • Published • 45 -
Satori-SWE: Evolutionary Test-Time Scaling for Sample-Efficient Software Engineering
Paper • 2505.23604 • Published • 23 -
AnySplat: Feed-forward 3D Gaussian Splatting from Unconstrained Views
Paper • 2505.23716 • Published • 31 -
cadrille: Multi-modal CAD Reconstruction with Online Reinforcement Learning
Paper • 2505.22914 • Published • 37 -
LoRAShop: Training-Free Multi-Concept Image Generation and Editing with Rectified Flow Transformers
Paper • 2505.23758 • Published • 22 -
Fast-dLLM: Training-free Acceleration of Diffusion LLM by Enabling KV Cache and Parallel Decoding
Paper • 2505.22618 • Published • 45 -
ChartLens: Fine-grained Visual Attribution in Charts
Paper • 2505.19360 • Published • 3 -
MMSI-Bench: A Benchmark for Multi-Image Spatial Intelligence
Paper • 2505.23764 • Published • 3 -
Scene Coordinate Reconstruction: Posing of Image Collections via Incremental Learning of a Relocalizer
Paper • 2404.14351 • Published • 6 -
SceneScript: Reconstructing Scenes With An Autoregressive Structured Language Model
Paper • 2403.13064 • Published • 31 -
DreamText: High Fidelity Scene Text Synthesis
Paper • 2405.14701 • Published • 1 -
Scene4U: Hierarchical Layered 3D Scene Reconstruction from Single Panoramic Image for Your Immerse Exploration
Paper • 2504.00387 • Published -
WonderWorld: Interactive 3D Scene Generation from a Single Image
Paper • 2406.09394 • Published • 3 -
PPTC Benchmark: Evaluating Large Language Models for PowerPoint Task Completion
Paper • 2311.01767 • Published • 20 -
Context is Gold to find the Gold Passage: Evaluating and Training Contextual Document Embeddings
Paper • 2505.24782 • Published • 1 -
EasyText: Controllable Diffusion Transformer for Multilingual Text Rendering
Paper • 2505.24417 • Published • 13 -
UniGeo: Taming Video Diffusion for Unified Consistent Geometry Estimation
Paper • 2505.24521 • Published • 15 -
ViStoryBench: Comprehensive Benchmark Suite for Story Visualization
Paper • 2505.24862 • Published • 30 -
ShapeLLM-Omni: A Native Multimodal LLM for 3D Generation and Understanding
Paper • 2506.01853 • Published • 32 -
EarthMind: Towards Multi-Granular and Multi-Sensor Earth Observation with Large Multimodal Models
Paper • 2506.01667 • Published • 21 -
CityLens: Benchmarking Large Language-Vision Models for Urban Socioeconomic Sensing
Paper • 2506.00530 • Published • 2 -
UniWorld: High-Resolution Semantic Encoders for Unified Visual Understanding and Generation
Paper • 2506.03147 • Published • 58 -
OmniSpatial: Towards Comprehensive Spatial Reasoning Benchmark for Vision Language Models
Paper • 2506.03135 • Published • 40 -
SHARE: An SLM-based Hierarchical Action CorREction Assistant for Text-to-SQL
Paper • 2506.00391 • Published • 9 -
CASS: Nvidia to AMD Transpilation with Data, Models, and Benchmark
Paper • 2505.16968 • Published • 40 -
SuperWriter: Reflection-Driven Long-Form Generation with Large Language Models
Paper • 2506.04180 • Published • 34 -
OpenThoughts: Data Recipes for Reasoning Models
Paper • 2506.04178 • Published • 53 -
VisCoder: Fine-Tuning LLMs for Executable Python Visualization Code Generation
Paper • 2506.03930 • Published • 27 -
SVGenius: Benchmarking LLMs in SVG Understanding, Editing and Generation
Paper • 2506.03139 • Published • 17 -
Qwen3 Embedding: Advancing Text Embedding and Reranking Through Foundation Models
Paper • 2506.05176 • Published • 80 -
BEVCALIB: LiDAR-Camera Calibration via Geometry-Guided Bird's-Eye View Representations
Paper • 2506.02587 • Published • 3 -
ComfyUI-Copilot: An Intelligent Assistant for Automated Workflow Development
Paper • 2506.05010 • Published • 80 -
Squeeze3D: Your 3D Generation Model is Secretly an Extreme Neural Compressor
Paper • 2506.07932 • Published • 12 -
ECoRAG: Evidentiality-guided Compression for Long Context RAG
Paper • 2506.05167 • Published • 9 -
UniPre3D: Unified Pre-training of 3D Point Cloud Models with Cross-Modal Gaussian Splatting
Paper • 2506.09952 • Published • 6 -
CreatiPoster: Towards Editable and Controllable Multi-Layer Graphic Design Generation
Paper • 2506.10890 • Published • 9 -
Text-Aware Image Restoration with Diffusion Models
Paper • 2506.09993 • Published • 45 -
MiniMax-M1: Scaling Test-Time Compute Efficiently with Lightning Attention
Paper • 2506.13585 • Published • 274 -
DoTA-RAG: Dynamic of Thought Aggregation RAG
Paper • 2506.12571 • Published • 50 -
TaskCraft: Automated Generation of Agentic Tasks
Paper • 2506.10055 • Published • 32 -
3D Arena: An Open Platform for Generative 3D Evaluation
Paper • 2506.18787 • Published • 16 -
LongWriter-Zero: Mastering Ultra-Long Text Generation via Reinforcement Learning
Paper • 2506.18841 • Published • 56 -
Drag-and-Drop LLMs: Zero-Shot Prompt-to-Weights
Paper • 2506.16406 • Published • 132 -
Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study
Paper • 2506.19794 • Published • 8 -
ShareGPT-4o-Image: Aligning Multimodal Models with GPT-4o-Level Image Generation
Paper • 2506.18095 • Published • 66 -
Skywork-SWE: Unveiling Data Scaling Laws for Software Engineering in LLMs
Paper • 2506.19290 • Published • 53 -
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
Paper • 2506.18951 • Published • 22 -
GeoLM: Empowering Language Models for Geospatially Grounded Language Understanding
Paper • 2310.14478 • Published • 2 -
Towards Scalable Foundation Model for Multi-modal and Hyperspectral Geospatial Data
Paper • 2503.12843 • Published -
Foundation Models for Generalist Geospatial Artificial Intelligence
Paper • 2310.18660 • Published • 11 -
From Ideal to Real: Unified and Data-Efficient Dense Prediction for Real-World Scenarios
Paper • 2506.20279 • Published • 20 -
Fine-Grained Preference Optimization Improves Spatial Reasoning in VLMs
Paper • 2506.21656 • Published • 16 -
SAM4D: Segment Anything in Camera and LiDAR Streams
Paper • 2506.21547 • Published • 17 -
Depth Anything at Any Condition
Paper • 2507.01634 • Published • 49 -
MMSearch-R1: Incentivizing LMMs to Search
Paper • 2506.20670 • Published • 64 -
SIO-Mapper: A Framework for Lane-Level HD Map Construction Using Satellite Images and OpenStreetMap with No On-Site Visits
Paper • 2504.09882 • Published -
OneRestore: A Universal Restoration Framework for Composite Degradation
Paper • 2407.04621 • Published • 1 -
Skywork-Reward-V2: Scaling Preference Data Curation via Human-AI Synergy
Paper • 2507.01352 • Published • 58 -
Can LLMs Identify Critical Limitations within Scientific Research? A Systematic Evaluation on AI Research Papers
Paper • 2507.02694 • Published • 19 -
Selecting and Merging: Towards Adaptable and Scalable Named Entity Recognition with Large Language Models
Paper • 2506.22813 • Published • 7 -
PyVision: Agentic Vision with Dynamic Tooling
Paper • 2507.07998 • Published • 33 -
MemOS: A Memory OS for AI System
Paper • 2507.03724 • Published • 166 -
OmniPart: Part-Aware 3D Generation with Semantic Decoupling and Structural Cohesion
Paper • 2507.06165 • Published • 60 -
4KAgent: Agentic Any Image to 4K Super-Resolution
Paper • 2507.07105 • Published • 107 -
Perception-Aware Policy Optimization for Multimodal Reasoning
Paper • 2507.06448 • Published • 48 -
Rethinking Verification for LLM Code Generation: From Generation to Testing
Paper • 2507.06920 • Published • 29 -
T-LoRA: Single Image Diffusion Model Customization Without Overfitting
Paper • 2507.05964 • Published • 121 -
EXAONE 4.0: Unified Large Language Models Integrating Non-reasoning and Reasoning Modes
Paper • 2507.11407 • Published • 60 -
BYOKG-RAG: Multi-Strategy Graph Retrieval for Knowledge Graph Question Answering
Paper • 2507.04127 • Published • 9 -
SpeakerVid-5M: A Large-Scale High-Quality Dataset for Audio-Visual Dyadic Interactive Human Generation
Paper • 2507.09862 • Published • 51 -
LayerCake: Token-Aware Contrastive Decoding within Large Language Model Layers
Paper • 2507.04404 • Published • 22 -
Subject-Consistent and Pose-Diverse Text-to-Image Generation
Paper • 2507.08396 • Published • 16 -
Open Vision Reasoner: Transferring Linguistic Cognitive Behavior for Visual Reasoning
Paper • 2507.05255 • Published • 75 -
KV Cache Steering for Inducing Reasoning in Small Language Models
Paper • 2507.08799 • Published • 40 -
π^3: Scalable Permutation-Equivariant Visual Geometry Learning
Paper • 2507.13347 • Published • 67 -
VisionThink: Smart and Efficient Vision Language Model via Reinforcement Learning
Paper • 2507.13348 • Published • 79 -
Voxtral
Paper • 2507.13264 • Published • 33 -
DrafterBench: Benchmarking Large Language Models for Tasks Automation in Civil Engineering
Paper • 2507.11527 • Published • 35 -
Towards Agentic RAG with Deep Reasoning: A Survey of RAG-Reasoning Systems in LLMs
Paper • 2507.09477 • Published • 88 -
MCPEval: Automatic MCP-based Deep Evaluation for AI Agent Models
Paper • 2507.12806 • Published • 21 -
ThinkAct: Vision-Language-Action Reasoning via Reinforced Visual Latent Planning
Paper • 2507.16815 • Published • 42 -
Elevating 3D Models: High-Quality Texture and Geometry Refinement from a Low-Quality Model
Paper • 2507.11465 • Published • 18 -
DesignLab: Designing Slides Through Iterative Detection and Correction
Paper • 2507.17202 • Published • 51 -
EarthCrafter: Scalable 3D Earth Generation via Dual-Sparse Latent Diffusion
Paper • 2507.16535 • Published • 23 -
How Well Does GPT-4o Understand Vision? Evaluating Multimodal Foundation Models on Standard Computer Vision Tasks
Paper • 2507.01955 • Published • 36 -
Indoor Scene Generation from a Collection of Semantic-Segmented Depth Images
Paper • 2108.09022 • Published -
ScreenCoder: Advancing Visual-to-Code Generation for Front-End Automation via Modular Multimodal Agents
Paper • 2507.22827 • Published • 101 -
Dens3R: A Foundation Model for 3D Geometry Prediction
Paper • 2507.16290 • Published • 9 -
Don't Overthink It: A Survey of Efficient R1-style Large Reasoning Models
Paper • 2508.02120 • Published • 20 -
DeepPHY: Benchmarking Agentic VLMs on Physical Reasoning
Paper • 2508.05405 • Published • 65 -
Are We on the Right Way for Assessing Document Retrieval-Augmented Generation?
Paper • 2508.03644 • Published • 25 -
Visual Document Understanding and Question Answering: A Multi-Agent Collaboration Framework with Test-Time Scaling
Paper • 2508.03404 • Published • 4 -
Omni-Effects: Unified and Spatially-Controllable Visual Effects Generation
Paper • 2508.07981 • Published • 63 -
VisR-Bench: An Empirical Study on Visual Retrieval-Augmented Generation for Multilingual Long Document Understanding
Paper • 2508.07493 • Published • 8 -
VertexRegen: Mesh Generation with Continuous Level of Detail
Paper • 2508.09062 • Published • 38 -
HierSearch: A Hierarchical Enterprise Deep Search Framework Integrating Local and Web Searches
Paper • 2508.08088 • Published • 29 -
Matrix-3D: Omnidirectional Explorable 3D World Generation
Paper • 2508.08086 • Published • 76 -
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent
Paper • 2508.05748 • Published • 142 -
TexVerse: A Universe of 3D Objects with High-Resolution Textures
Paper • 2508.10868 • Published • 17 -
ComoRAG: A Cognitive-Inspired Memory-Organized RAG for Stateful Long Narrative Reasoning
Paper • 2508.10419 • Published • 75 -
When Punctuation Matters: A Large-Scale Comparison of Prompt Robustness Methods for LLMs
Paper • 2508.11383 • Published • 40 -
MeshCoder: LLM-Powered Structured Mesh Code Generation from Point Clouds
Paper • 2508.14879 • Published • 69 -
MV-RAG: Retrieval Augmented Multiview Diffusion
Paper • 2508.16577 • Published • 38 -
SceneGen: Single-Image 3D Scene Generation in One Feedforward Pass
Paper • 2508.15769 • Published • 19 -
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs
Paper • 2508.16153 • Published • 162 -
End-to-End Agentic RAG System Training for Traceable Diagnostic Reasoning
Paper • 2508.15746 • Published • 14 -
Drivel-ology: Challenging LLMs with Interpreting Nonsense with Depth
Paper • 2509.03867 • Published • 213 -
Drawing2CAD: Sequence-to-Sequence Learning for CAD Generation from Vector Drawings
Paper • 2508.18733 • Published • 10 -
NER Retriever: Zero-Shot Named Entity Retrieval with Type-Aware Embeddings
Paper • 2509.04011 • Published • 29 -
mmBERT: A Modern Multilingual Encoder with Annealed Language Learning
Paper • 2509.06888 • Published • 13 -
HANRAG: Heuristic Accurate Noise-resistant Retrieval-Augmented Generation for Multi-hop Question Answering
Paper • 2509.09713 • Published • 25 -
GeoSVR: Taming Sparse Voxels for Geometrically Accurate Surface Reconstruction
Paper • 2509.18090 • Published • 5 -
AutoIntent: AutoML for Text Classification
Paper • 2509.21138 • Published • 36 -
SceneWeaver: All-in-One 3D Scene Synthesis with an Extensible and Self-Reflective Agent
Paper • 2509.20414 • Published • 10 -
CAD-Tokenizer: Towards Text-based CAD Prototyping via Modality-Specific Tokenization
Paper • 2509.21150 • Published • 5 -
LucidFlux: Caption-Free Universal Image Restoration via a Large-Scale Diffusion Transformer
Paper • 2509.22414 • Published • 22 -
Democratizing AI scientists using ToolUniverse
Paper • 2509.23426 • Published • 40 -
SparseD: Sparse Attention for Diffusion Language Models
Paper • 2509.24014 • Published • 31 -
VGGT-X: When VGGT Meets Dense Novel View Synthesis
Paper • 2509.25191 • Published • 19 -
LUMINA: Detecting Hallucinations in RAG System with Context-Knowledge Signals
Paper • 2509.21875 • Published • 10 -
The Dragon Hatchling: The Missing Link between the Transformer and Models of the Brain
Paper • 2509.26507 • Published • 549 -
Reinforcement Learning on Pre-Training Data
Paper • 2509.19249 • Published • 67 -
In-the-Flow Agentic System Optimization for Effective Planning and Tool Use
Paper • 2510.05592 • Published • 109 -
HalluGuard: Evidence-Grounded Small Reasoning Models to Mitigate Hallucinations in Retrieval-Augmented Generation
Paper • 2510.00880 • Published • 1 -
Lumina-DiMOO: An Omni Diffusion Large Language Model for Multi-Modal Generation and Understanding
Paper • 2510.06308 • Published • 55 -
Cache-to-Cache: Direct Semantic Communication Between Large Language Models
Paper • 2510.03215 • Published • 99 -
Ming-UniVision: Joint Image Understanding and Generation with a Unified Continuous Tokenizer
Paper • 2510.06590 • Published • 77 -
Artificial Hippocampus Networks for Efficient Long-Context Modeling
Paper • 2510.07318 • Published • 32 -
When Thoughts Meet Facts: Reusable Reasoning for Long-Context LMs
Paper • 2510.07499 • Published • 48 -
Transforming Questions and Documents for Semantically Aligned Retrieval-Augmented Generation
Paper • 2508.09755 • Published -
InternSVG: Towards Unified SVG Tasks with Multimodal Large Language Models
Paper • 2510.11341 • Published • 35 -
DocReward: A Document Reward Model for Structuring and Stylizing
Paper • 2510.11391 • Published • 27 -
CodePlot-CoT: Mathematical Visual Reasoning by Thinking with Code-Driven Images
Paper • 2510.11718 • Published • 14 -
Spatial Forcing: Implicit Spatial Representation Alignment for Vision-language-action Model
Paper • 2510.12276 • Published • 149 -
Detect Anything via Next Point Prediction
Paper • 2510.12798 • Published • 50 -
UniMoE-Audio: Unified Speech and Music Generation with Dynamic-Capacity MoE
Paper • 2510.13344 • Published • 64 -
Skyfall-GS: Synthesizing Immersive 3D Urban Scenes from Satellite Imagery
Paper • 2510.15869 • Published • 50 -
Agentic Entropy-Balanced Policy Optimization
Paper • 2510.14545 • Published • 107 -
WithAnyone: Towards Controllable and ID Consistent Image Generation
Paper • 2510.14975 • Published • 86 -
Fantastic (small) Retrievers and How to Train Them: mxbai-edge-colbert-v0 Tech Report
Paper • 2510.14880 • Published • 19 -
LLM-guided Hierarchical Retrieval
Paper • 2510.13217 • Published • 21 -
AnyUp: Universal Feature Upsampling
Paper • 2510.12764 • Published • 12 -
Less is More: Recursive Reasoning with Tiny Networks
Paper • 2510.04871 • Published • 510 -
ALICE-LRI: A General Method for Lossless Range Image Generation for Spinning LiDAR Sensors without Calibration Metadata
Paper • 2510.20708 • Published • 2 -
TabTune: A Unified Library for Inference and Fine-Tuning Tabular Foundation Models
Paper • 2511.02802 • Published • 16 -
NURBGen: High-Fidelity Text-to-CAD Generation through LLM-Driven NURBS Modeling
Paper • 2511.06194 • Published • 13 -
DeepEyesV2: Toward Agentic Multimodal Model
Paper • 2511.05271 • Published • 46 -
Beyond Fact Retrieval: Episodic Memory for RAG with Generative Semantic Workspaces
Paper • 2511.07587 • Published • 10 -
MacRAG: Compress, Slice, and Scale-up for Multi-Scale Adaptive Context RAG
Paper • 2505.06569 • Published • 1 -
Kandinsky 5.0: A Family of Foundation Models for Image and Video Generation
Paper • 2511.14993 • Published • 233 -
PartUV: Part-Based UV Unwrapping of 3D Meshes
Paper • 2511.16659 • Published • 10 -
SAM 3D: 3Dfy Anything in Images
Paper • 2511.16624 • Published • 114 -
Loomis Painter: Reconstructing the Painting Process
Paper • 2511.17344 • Published • 20 -
MergeDNA: Context-aware Genome Modeling with Dynamic Tokenization through Token Merging
Paper • 2511.14806 • Published • 10 -
VisMem: Latent Vision Memory Unlocks Potential of Vision-Language Models
Paper • 2511.11007 • Published • 15 -
AICC: Parse HTML Finer, Make Models Better -- A 7.3T AI-Ready Corpus Built by a Model-Based HTML Parser
Paper • 2511.16397 • Published • 11 -
Yo'City: Personalized and Boundless 3D Realistic City Scene Generation via Self-Critic Expansion
Paper • 2511.18734 • Published • 6 -
Beyond Real: Imaginary Extension of Rotary Position Embeddings for Long-Context LLMs
Paper • 2512.07525 • Published • 60 -
Voxify3D: Pixel Art Meets Volumetric Rendering
Paper • 2512.07834 • Published • 45 -
Terrain Diffusion: A Diffusion-Based Successor to Perlin Noise in Infinite, Real-Time Terrain Generation
Paper • 2512.08309 • Published • 4 -
UAGLNet: Uncertainty-Aggregated Global-Local Fusion Network with Cooperative CNN-Transformer for Building Extraction
Paper • 2512.12941 • Published • 2 -
PhotoMaker: Customizing Realistic Human Photos via Stacked ID Embedding
Paper • 2312.04461 • Published • 62 -
PhotoVerse: Tuning-Free Image Customization with Text-to-Image Diffusion Models
Paper • 2309.05793 • Published • 51 -
AI Meets Brain: Memory Systems from Cognitive Neuroscience to Autonomous Agents
Paper • 2512.23343 • Published • 29 -
Improving Multi-step RAG with Hypergraph-based Memory for Long-Context Complex Relational Modeling
Paper • 2512.23959 • Published • 111 -
Thinking with Map: Reinforced Parallel Map-Augmented Agent for Geolocalization
Paper • 2601.05432 • Published • 169 -
CADEvolve: Creating Realistic CAD via Program Evolution
Paper • 2602.16317 • Published • 28 -
Query-focused and Memory-aware Reranker for Long Context Processing
Paper • 2602.12192 • Published • 57 -
PaperBanana: Automating Academic Illustration for AI Scientists
Paper • 2601.23265 • Published • 220