POINTS-Reader: Distillation-Free Adaptation of Vision-Language Models for Document Conversion Paper • 2509.01215 • Published 6 days ago • 42
The Landscape of Agentic Reinforcement Learning for LLMs: A Survey Paper • 2509.02547 • Published 5 days ago • 154
SimpleTIR: End-to-End Reinforcement Learning for Multi-Turn Tool-Integrated Reasoning Paper • 2509.02479 • Published 5 days ago • 76
AWorld: Orchestrating the Training Recipe for Agentic AI Paper • 2508.20404 • Published 10 days ago • 37
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published 13 days ago • 179
AgentFly: Fine-tuning LLM Agents without Fine-tuning LLMs Paper • 2508.16153 • Published 16 days ago • 132
HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses through Reasoning MLLMs Paper • 2508.10576 • Published 24 days ago • 11
UI-Venus Technical Report: Building High-performance UI Agents with RFT Paper • 2508.10833 • Published 24 days ago • 41
PRELUDE: A Benchmark Designed to Require Global Comprehension and Reasoning over Long Contexts Paper • 2508.09848 • Published 25 days ago • 66
We-Math 2.0: A Versatile MathBook System for Incentivizing Visual Mathematical Reasoning Paper • 2508.10433 • Published 24 days ago • 143
Seeing, Listening, Remembering, and Reasoning: A Multimodal Agent with Long-Term Memory Paper • 2508.09736 • Published 25 days ago • 54
Stand-In: A Lightweight and Plug-and-Play Identity Control for Video Generation Paper • 2508.07901 • Published 27 days ago • 39
WebWatcher: Breaking New Frontier of Vision-Language Deep Research Agent Paper • 2508.05748 • Published about 1 month ago • 122
ReasonRank: Empowering Passage Ranking with Strong Reasoning Ability Paper • 2508.07050 • Published 29 days ago • 114
Shortcut Learning in Generalist Robot Policies: The Role of Dataset Diversity and Fragmentation Paper • 2508.06426 • Published 30 days ago • 10
3D-R1: Enhancing Reasoning in 3D VLMs for Unified Scene Understanding Paper • 2507.23478 • Published Jul 31 • 15