Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities Paper • 2601.21937 • Published 25 days ago • 19
Imagine-then-Plan: Agent Learning from Adaptive Lookahead with World Models Paper • 2601.08955 • Published Jan 13 • 13
Flow Equivariant World Models: Memory for Partially Observed Dynamic Environments Paper • 2601.01075 • Published Jan 3 • 6
LSRIF: Logic-Structured Reinforcement Learning for Instruction Following Paper • 2601.06431 • Published Jan 10 • 12
ToolSafe: Enhancing Tool Invocation Safety of LLM-based agents via Proactive Step-level Guardrail and Feedback Paper • 2601.10156 • Published Jan 15 • 26
Transition Matching Distillation for Fast Video Generation Paper • 2601.09881 • Published Jan 14 • 33
Molmo2: Open Weights and Data for Vision-Language Models with Video Understanding and Grounding Paper • 2601.10611 • Published Jan 15 • 29
CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation Paper • 2601.10061 • Published Jan 15 • 30
DanQing: An Up-to-Date Large-Scale Chinese Vision-Language Pre-training Dataset Paper • 2601.10305 • Published Jan 15 • 36
Beyond Static Tools: Test-Time Tool Evolution for Scientific Reasoning Paper • 2601.07641 • Published Jan 12 • 47
Urban Socio-Semantic Segmentation with Vision-Language Reasoning Paper • 2601.10477 • Published Jan 15 • 155