Bottom-up Policy Optimization: Your Language Model Policy Secretly Contains Internal Policies Paper • 2512.19673 • Published 3 days ago • 55
SpatialTree: How Spatial Abilities Branch Out in MLLMs Paper • 2512.20617 • Published 2 days ago • 37
Learning from Next-Frame Prediction: Autoregressive Video Modeling Encodes Effective Representations Paper • 2512.21004 • Published 1 day ago • 4
Memory-T1: Reinforcement Learning for Temporal Reasoning in Multi-session Agents Paper • 2512.20092 • Published 2 days ago • 3
A Benchmark and Agentic Framework for Omni-Modal Reasoning and Tool Use in Long Videos Paper • 2512.16978 • Published 7 days ago • 4
DreaMontage: Arbitrary Frame-Guided One-Shot Video Generation Paper • 2512.21252 • Published about 21 hours ago • 21
MatSpray: Fusing 2D Material World Knowledge on 3D Geometry Paper • 2512.18314 • Published 5 days ago • 6
QuantiPhy: A Quantitative Benchmark Evaluating Physical Reasoning Abilities of Vision-Language Models Paper • 2512.19526 • Published 3 days ago • 6
HiStream: Efficient High-Resolution Video Generation via Redundancy-Eliminated Streaming Paper • 2512.21338 • Published about 18 hours ago • 11
Does It Tie Out? Towards Autonomous Legal Agents in Venture Capital Paper • 2512.18658 • Published 4 days ago • 7
StageVAR: Stage-Aware Acceleration for Visual Autoregressive Models Paper • 2512.16483 • Published 7 days ago • 7
C2LLM Technical Report: A New Frontier in Code Retrieval via Adaptive Cross-Attention Pooling Paper • 2512.21332 • Published about 18 hours ago • 6
FaithLens: Detecting and Explaining Faithfulness Hallucination Paper • 2512.20182 • Published 2 days ago • 7
Real2Edit2Real: Generating Robotic Demonstrations via a 3D Control Interface Paper • 2512.19402 • Published 3 days ago • 6
Scaling Laws for Code: Every Programming Language Matters Paper • 2512.13472 • Published 10 days ago • 8
Reasoning Palette: Modulating Reasoning via Latent Contextualization for Controllable Exploration for (V)LMs Paper • 2512.17206 • Published 6 days ago • 15
3D-RE-GEN: 3D Reconstruction of Indoor Scenes with a Generative Framework Paper • 2512.17459 • Published 6 days ago • 10
Over++: Generative Video Compositing for Layer Interaction Effects Paper • 2512.19661 • Published 3 days ago • 8