World Observer: Joint Actor-Observer Generation for Persistent World Modeling Paper • 2610.02162 • Published 3 days ago • 71
ScholarCatalyst: A Benchmark for Retrieving Papers That Inspire New Research Paper • 2610.02202 • Published 3 days ago • 9
Learning What to Recall: Adaptive Multi-Cue Episodic Memory for World Models Paper • 2609.34677 • Published 6 days ago • 6
J-Zero: Unified Challenger--Solver--Judge Co-Evolution from Zero Data Paper • 2608.26582 • Published Aug 27 • 41
ReDesign: Recovering Editable Design Structures from Images via Agentic Decomposition Paper • 2607.25565 • Published Jul 28 • 65
ImageWAM: Do World Action Models Really Need Video Generation, or Just Image Editing? Paper • 2606.19531 • Published Jun 17 • 28
Zone of Proximal Policy Optimization: Teacher in Prompts, Not Gradients Paper • 2606.18216 • Published Jun 16 • 65
TIDE: Proactive Multi-Problem Discovery via Template-Guided Iteration Paper • 2606.04743 • Published Jun 3 • 47
Lip Forcing: Few-Step Autoregressive Diffusion for Real-time Lip Synchronization Paper • 2606.11180 • Published Jun 9 • 36
Physics in 2-Steps: Locking Motion Priors Before Visual Refinement Erases Them Paper • 2606.06361 • Published Jun 4 • 16
World Models Meet Language Models: On the Complementarity of Concrete and Abstract Reasoning Paper • 2606.03603 • Published Jun 2 • 29
Which Pretraining Paradigm Better Serves Spatial Intelligence? An Empirical Comparison of Vision-Language and Video Generation Models Paper • 2605.28132 • Published May 27 • 21
VideoMLA: Low-Rank Latent KV Cache for Minute-Scale Autoregressive Video Diffusion Paper • 2605.30351 • Published May 28 • 25
OmniRetrieval: Unified Retrieval across Heterogeneous Knowledge Sources Paper • 2605.29250 • Published May 28 • 79
Learn from Weaknesses: Automated Domain Specialization for Small Computer-Use Agents Paper • 2605.28775 • Published May 27 • 35
WorldKV: Efficient World Memory with World Retrieval and Compression Paper • 2605.22718 • Published May 21 • 41
"I didn't Make the Micro Decisions": Measuring, Inducing, and Exposing Goal-Level AI Contributions in Collaboration Paper • 2605.21363 • Published May 20 • 4