MihailSlutsky

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upvoted a paper 2 months ago

Retrieval-Infused Reasoning Sandbox: A Benchmark for Decoupling Retrieval and Reasoning Capabilities

Paper • 2601.21937 • Published Jan 29 • 19

upvoted 19 papers 3 months ago

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

V-DPM: 4D Video Reconstruction with Dynamic Point Maps

Paper • 2601.09499 • Published Jan 14 • 11

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

Action100M: A Large-scale Video Action Dataset

Paper • 2601.10592 • Published Jan 15 • 31

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 • 34

CoF-T2I: Video Models as Pure Visual Reasoners for Text-to-Image Generation

Paper • 2601.10061 • Published Jan 15 • 32

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 • 48

Urban Socio-Semantic Segmentation with Vision-Language Reasoning

Paper • 2601.10477 • Published Jan 15 • 156

STEP3-VL-10B Technical Report

Paper • 2601.09668 • Published Jan 14 • 195

PhyRPR: Training-Free Physics-Constrained Video Generation

Paper • 2601.09255 • Published Jan 14 • 3

AgencyBench: Benchmarking the Frontiers of Autonomous Agents in 1M-Token Real-World Contexts

Paper • 2601.11044 • Published Jan 16 • 34

Reasoning Models Generate Societies of Thought

Paper • 2601.10825 • Published Jan 15 • 14

ACoT-VLA: Action Chain-of-Thought for Vision-Language-Action Models

Paper • 2601.11404 • Published Jan 16 • 26

Your Group-Relative Advantage Is Biased

Paper • 2601.08521 • Published Jan 13 • 158

Future Optical Flow Prediction Improves Robot Control & Video Generation

Paper • 2601.10781 • Published Jan 15 • 19