RLFR: Extending Reinforcement Learning for LLMs with Flow Environment Paper • 2510.10201 • Published 23 days ago • 35
OmniWorld: A Multi-Domain and Multi-Modal Dataset for 4D World Modeling Paper • 2509.12201 • Published Sep 15 • 103
InternVL3.5: Advancing Open-Source Multimodal Models in Versatility, Reasoning, and Efficiency Paper • 2508.18265 • Published Aug 25 • 202
ODYSSEY: Open-World Quadrupeds Exploration and Manipulation for Long-Horizon Tasks Paper • 2508.08240 • Published Aug 11 • 45
Tinker: Diffusion's Gift to 3D--Multi-View Consistent Editing From Sparse Inputs without Per-Scene Optimization Paper • 2508.14811 • Published Aug 20 • 41
Time Is a Feature: Exploiting Temporal Dynamics in Diffusion Language Models Paper • 2508.09138 • Published Aug 12 • 36
π^3: Scalable Permutation-Equivariant Visual Geometry Learning Paper • 2507.13347 • Published Jul 17 • 64
Thinking with Images for Multimodal Reasoning: Foundations, Methods, and Future Frontiers Paper • 2506.23918 • Published Jun 30 • 88
Revisiting Depth Representations for Feed-Forward 3D Gaussian Splatting Paper • 2506.05327 • Published Jun 5 • 11
Active-O3: Empowering Multimodal Large Language Models with Active Perception via GRPO Paper • 2505.21457 • Published May 27 • 15
Video-Holmes: Can MLLM Think Like Holmes for Complex Video Reasoning? Paper • 2505.21374 • Published May 27 • 27
Omni-R1: Reinforcement Learning for Omnimodal Reasoning via Two-System Collaboration Paper • 2505.20256 • Published May 26 • 18
VisuLogic: A Benchmark for Evaluating Visual Reasoning in Multi-modal Large Language Models Paper • 2504.15279 • Published Apr 21 • 77
Seg-Zero: Reasoning-Chain Guided Segmentation via Cognitive Reinforcement Paper • 2503.06520 • Published Mar 9 • 11
SegAgent: Exploring Pixel Understanding Capabilities in MLLMs by Imitating Human Annotator Trajectories Paper • 2503.08625 • Published Mar 11 • 27
OmniMamba: Efficient and Unified Multimodal Understanding and Generation via State Space Models Paper • 2503.08686 • Published Mar 11 • 19
UFO: A Unified Approach to Fine-grained Visual Perception via Open-ended Language Interface Paper • 2503.01342 • Published Mar 3 • 8