Current World Models Lack a Persistent State Core
Paper • 2606.20545 • Published • 17
Lin Haotian
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Lighting-grounded Video Generation with Renderer-based Agent Reasoning
Paper • 2604.07966 • Published • 10
WildDet3D: Scaling Promptable 3D Detection in the Wild
Paper • 2604.08626 • Published • 248
SpatialEdit: Benchmarking Fine-Grained Image Spatial Editing
Paper • 2604.04911 • Published • 36
Adam's Law: Textual Frequency Law on Large Language Models
Paper • 2604.02176 • Published • 510
Rethinking Generalization in Reasoning SFT: A Conditional Analysis on Optimization, Data, and Model Capability
Paper • 2604.06628 • Published • 329
MegaStyle: Constructing Diverse and Scalable Style Dataset via Consistent Text-to-Image Style Mapping
Paper • 2604.08364 • Published • 103
LOME: Learning Human-Object Manipulation with Action-Conditioned Egocentric World Model
Paper • 2603.27449 • Published • 6
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papers 4 months ago
FIPO: Eliciting Deep Reasoning with Future-KL Influenced Policy Optimization
Paper • 2603.19835 • Published • 353
Demystifing Video Reasoning
Paper • 2603.16870 • Published • 373
Bootstrapping Exploration with Group-Level Natural Language Feedback in Reinforcement Learning
Paper • 2603.04597 • Published • 211