Robust-R1: Degradation-Aware Reasoning for Robust Visual Understanding Paper • 2512.17532 • Published 10 days ago • 63
Vector Prism: Animating Vector Graphics by Stratifying Semantic Structure Paper • 2512.14336 • Published 13 days ago • 28
NL2Repo-Bench: Towards Long-Horizon Repository Generation Evaluation of Coding Agents Paper • 2512.12730 • Published 15 days ago • 43
QwenLong-L1.5: Post-Training Recipe for Long-Context Reasoning and Memory Management Paper • 2512.12967 • Published 14 days ago • 101
StereoWorld: Geometry-Aware Monocular-to-Stereo Video Generation Paper • 2512.09363 • Published 19 days ago • 71
Native Parallel Reasoner: Reasoning in Parallelism via Self-Distilled Reinforcement Learning Paper • 2512.07461 • Published 21 days ago • 74
PaperDebugger: A Plugin-Based Multi-Agent System for In-Editor Academic Writing, Review, and Editing Paper • 2512.02589 • Published 27 days ago • 64
ARM-Thinker: Reinforcing Multimodal Generative Reward Models with Agentic Tool Use and Visual Reasoning Paper • 2512.05111 • Published 24 days ago • 45
DAComp: Benchmarking Data Agents across the Full Data Intelligence Lifecycle Paper • 2512.04324 • Published 25 days ago • 149
EditThinker: Unlocking Iterative Reasoning for Any Image Editor Paper • 2512.05965 • Published 23 days ago • 38
Guided Self-Evolving LLMs with Minimal Human Supervision Paper • 2512.02472 • Published 27 days ago • 50
DeepSeek-V3.2: Pushing the Frontier of Open Large Language Models Paper • 2512.02556 • Published 27 days ago • 237
MedSAM3: Delving into Segment Anything with Medical Concepts Paper • 2511.19046 • Published Nov 24 • 49
Can We Generate Images with CoT? Let's Verify and Reinforce Image Generation Step by Step Paper • 2501.13926 • Published Jan 23 • 43
Reasoning via Video: The First Evaluation of Video Models' Reasoning Abilities through Maze-Solving Tasks Paper • 2511.15065 • Published Nov 19 • 74
Uni-MoE-2.0-Omni: Scaling Language-Centric Omnimodal Large Model with Advanced MoE, Training and Data Paper • 2511.12609 • Published Nov 16 • 103