Transferability for General Reasoning: An Automated Curriculum for Multi-Domain RLVR Paper • 2606.25178 • Published 11 days ago • 7
WorldDirector: Building Controllable World Simulators with Persistent Dynamic Memory Paper • 2607.02517 • Published 6 days ago • 27
AgenticDataBench: A Comprehensive Benchmark for Data Agents Paper • 2607.01647 • Published 6 days ago • 33
When Search Agents Should Ask: DiscoBench for Clarification-Aware Deep Search Paper • 2606.27669 • Published 12 days ago • 12
MemLearner: Learning to Query Context memory for Video World Models Paper • 2606.31734 • Published 8 days ago • 26
BlockPilot: Instance-Adaptive Policy Learning for Diffusion-based Speculative Decoding Paper • 2606.31315 • Published 8 days ago • 76
Evolution Fine-Tuning: Learning to Discover Across 371 Optimization Tasks Paper • 2606.29082 • Published 11 days ago • 38
IV-CoT: Implicit Visual Chain-of-Thought for Structure-Aware Text-to-Image Generation Paper • 2606.24849 • Published 15 days ago • 19
SkillHone: A Harness for Continual Agent Skill Evolution Through Persistent Decision History Paper • 2606.08671 • Published 15 days ago • 43
OSWorld2.0: Benchmarking Computer Use Agents on Long-Horizon Real-World Tasks Paper • 2606.29537 • Published 10 days ago • 21
The Surprising Effectiveness of Video Diffusion Models for Hand Motion Reconstruction Paper • 2606.30308 • Published 9 days ago • 7
Bridging VideoQA and Video-Guided Agentic Tasks via Generalized Keyframe Extraction Paper • 2606.29445 • Published 10 days ago • 28
GUICrafter: Weakly-Supervised GUI Agent Leveraging Massive Unannotated Screenshots Paper • 2606.29705 • Published 9 days ago • 15
DreamForge-World 0.1 Preview: A Low-Compute Real-Time Controllable World Model Paper • 2606.30292 • Published 9 days ago • 16
Monte Carlo Energy Aggregation for Mobile 3D Gaussian Splatting Paper • 2606.30017 • Published 9 days ago • 21
Scaling the Horizon, Not the Parameters: Reaching Trillion-Parameter Performance with a 35B Agent Paper • 2606.30616 • Published 9 days ago • 94
Beyond IID: How General Are Tabular Foundation Models, Really? Paper • 2606.30410 • Published 9 days ago • 42
GBC: Gradient-Based Connections for Optimizing Multi-Agent Systems Paper • 2606.28187 • Published 12 days ago • 13