Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models Paper • 2601.08955 • Published 12 days ago • 13
Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments Paper • 2601.01075 • Published 22 days ago • 6
V-DPM: 4D Video Reconstruction with Dynamic Point Maps Paper • 2601.09499 • Published 11 days ago • 9
LSRIF: Logic-Structured Reinforcement Learning for Instruction Following Paper • 2601.06431 • Published 15 days ago • 12
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published 10 days ago • 24
Transition Matching Distillation for Fast Video Generation Paper • 2601.09881 • Published 10 days ago • 31
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Paper • 2601.10611 • Published 10 days ago • 26
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation Paper • 2601.10061 • Published 10 days ago • 30
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset Paper • 2601.10305 • Published 10 days ago • 36
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning Paper • 2601.07641 • Published 13 days ago • 45
Urban Socio-Semantic Segmentation with Vision-Language Reasoning Paper • 2601.10477 • Published 10 days ago • 154
PhyRPR: Training-Free Physics-Constrained Video Generation Paper • 2601.09255 • Published 11 days ago • 3
AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts Paper • 2601.11044 • Published 9 days ago • 33
ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models Paper • 2601.11404 • Published 9 days ago • 24
Future Optical Flow Prediction Improves Robot Control & Video Generation Paper • 2601.10781 • Published 10 days ago • 19