UniClawBench: A Universal Benchmark for Proactive Agents on Real-World Tasks Paper • 2607.08768 • Published 4 days ago • 30
MemLearner: Learning to Query Context memory for Video World Models Paper • 2606.31734 • Published 13 days ago • 27
Translation as a Bridging Action: Transferring Manipulation Skills from Humans to Robots Paper • 2606.28133 • Published 17 days ago • 40
Thinking with Imagination: Agentic Visual Spatial Reasoning with World Simulators Paper • 2606.06476 • Published Jun 4 • 15
Representation Forcing for Bottleneck-Free Unified Multimodal Models Paper • 2605.31604 • Published May 29 • 63
DIAL: Decoupling Intent and Action via Latent World Modeling for End-to-End VLA Paper • 2603.29844 • Published Mar 31 • 2
PhysForge: Generating Physics-Grounded 3D Assets for Interactive Virtual World Paper • 2605.05163 • Published May 6 • 37
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling Paper • 2604.19734 • Published Apr 21 • 33
UniT: Toward a Unified Physical Language for Human-to-Humanoid Policy Learning and World Modeling Paper • 2604.19734 • Published Apr 21 • 33
MACRO: Advancing Multi-Reference Image Generation with Structured Long-Context Data Paper • 2603.25319 • Published Mar 26 • 32
Cubic Discrete Diffusion: Discrete Visual Generation on High-Dimensional Representation Tokens Paper • 2603.19232 • Published Mar 19 • 33
EVATok: Adaptive Length Video Tokenization for Efficient Visual Autoregressive Generation Paper • 2603.12267 • Published Mar 12 • 13
OmniLottie: Generating Vector Animations via Parameterized Lottie Tokens Paper • 2603.02138 • Published Mar 2 • 151
Learning to Reason in 4D: Dynamic Spatial Understanding for Vision Language Models Paper • 2512.20557 • Published Dec 23, 2025 • 52
Ground Slow, Move Fast: A Dual-System Foundation Model for Generalizable Vision-and-Language Navigation Paper • 2512.08186 • Published Dec 9, 2025 • 23