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Daily Papers

byAK and the research community

Sep 3

Submitted by

henggg

The Landscape of Agentic Reinforcement Learning for LLMs: A Survey

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25 authors

Submitted by

lovesnowbest

UI-TARS-2 Technical Report: Advancing GUI Agent with Multi-Turn Reinforcement Learning

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106 authors

Submitted by

SivilTaram

SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning

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7 authors

Submitted by

taesiri

LLaVA-Critic-R1: Your Critic Model is Secretly a Strong Policy Model

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7 authors

Submitted by

DongfuJiang

VerlTool: Towards Holistic Agentic Reinforcement Learning with Tool Use

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12 authors

Submitted by

HLSv

ELV-Halluc: Benchmarking Semantic Aggregation Hallucinations in Long Video Understanding

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8 authors

Submitted by

YuanLiuuuuuu

POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion

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11 authors

3

Submitted by

rishiraj

Gated Associative Memory: A Parallel O(N) Architecture for Efficient Sequence Modeling

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1 authors

Submitted by

hammh0a

Reasoning Vectors: Transferring Chain-of-Thought Capabilities via Task Arithmetic

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3 authors

1

Submitted by

fairyang

Baichuan-M2: Scaling Medical Capability with Large Verifier System

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34 authors

2

Submitted by

taesiri

Kwai Keye-VL 1.5 Technical Report

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60 authors

Submitted by

Yanqing0327

OpenVision 2: A Family of Generative Pretrained Visual Encoders for Multimodal Learning

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7 authors

Submitted by

dogtooth

Jointly Reinforcing Diversity and Quality in Language Model Generations

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8 authors

1

Submitted by

Geaming

Implicit Actor Critic Coupling via a Supervised Learning Framework for RLVR

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8 authors

Submitted by

Xiaoyu521

GenCompositor: Generative Video Compositing with Diffusion Transformer

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7 authors

Submitted by

Andron00e

Benchmarking Optimizers for Large Language Model Pretraining

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3 authors

Submitted by

yangshui

DCPO: Dynamic Clipping Policy Optimization

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7 authors

Submitted by

nsjain

DynaGuard: A Dynamic Guardrail Model With User-Defined Policies

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10 authors

Submitted by

ahnpersie

FlashAdventure: A Benchmark for GUI Agents Solving Full Story Arcs in Diverse Adventure Games

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7 authors

Submitted by

orionweller

On the Theoretical Limitations of Embedding-Based Retrieval

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4 authors

1

Submitted by

kwangju

Attributes as Textual Genes: Leveraging LLMs as Genetic Algorithm Simulators for Conditional Synthetic Data Generation

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3 authors

1

Submitted by

eliebak

Fantastic Pretraining Optimizers and Where to Find Them

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4 authors

Submitted by

che111

M3Ret: Unleashing Zero-shot Multimodal Medical Image Retrieval via Self-Supervision

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8 authors

Submitted by

pbelcak

Universal Deep Research: Bring Your Own Model and Strategy

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2 authors

Submitted by

yulongchen

The Gold Medals in an Empty Room: Diagnosing Metalinguistic Reasoning in LLMs with Camlang

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6 authors

1

Submitted by

fengerhu

MobiAgent: A Systematic Framework for Customizable Mobile Agents

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10 authors

Submitted by

zhangganlin

ViSTA-SLAM: Visual SLAM with Symmetric Two-view Association

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4 authors

Submitted by

quandao10

Discrete Noise Inversion for Next-scale Autoregressive Text-based Image Editing

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9 authors

1

Submitted by

amanchadha

SQL-of-Thought: Multi-agentic Text-to-SQL with Guided Error Correction

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3 authors

1

Submitted by

xianbao

Metis: Training Large Language Models with Advanced Low-Bit Quantization

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16 authors

Submitted by

evanking

Flavors of Moonshine: Tiny Specialized ASR Models for Edge Devices

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5 authors

Submitted by

amanchadha

AMBEDKAR-A Multi-level Bias Elimination through a Decoding Approach with Knowledge Augmentation for Robust Constitutional Alignment of Language Models

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8 authors

1

Submitted by

kenantang

Flaw or Artifact? Rethinking Prompt Sensitivity in Evaluating LLMs

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6 authors

1

Submitted by

taesiri

MedDINOv3: How to adapt vision foundation models for medical image segmentation?

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5 authors

Submitted by

taesiri

Improving Large Vision and Language Models by Learning from a Panel of Peers

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5 authors

Submitted by

theresiavr

Stairway to Fairness: Connecting Group and Individual Fairness

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5 authors

Submitted by

zhengchong

FastFit: Accelerating Multi-Reference Virtual Try-On via Cacheable Diffusion Models

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10 authors

Submitted by

aHapBean

Towards More Diverse and Challenging Pre-training for Point Cloud Learning: Self-Supervised Cross Reconstruction with Decoupled Views

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3 authors

Submitted by

Bekhouche

C-DiffDet+: Fusing Global Scene Context with Generative Denoising for High-Fidelity Object Detection

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6 authors

1