LifeSearch: Benchmarking Deep Research Agents for Real-World Life and Productivity Paper • 2610.18092 • Published 3 days ago • 15
LongR: Unleashing Long-Context Reasoning via Reinforcement Learning with Dense Utility Rewards Paper • 2602.05758 • Published 4 days ago • 13
Elephant in the Fridge: Constant-Memory Frame Packing for Long Video Understanding Paper • 2610.16118 • Published 4 days ago • 16
APEX: Asynchronous Prefix Denoising for Extreme Compression Paper • 2610.12843 • Published 7 days ago • 45
FlashVSR+: Efficient Video Super-Resolution via Hybrid Attention and Reward-Yield Distribution Matching Paper • 2610.17552 • Published 3 days ago • 34
DeltaTTG: Training Multi-Turn Agents with a Token-to-Go Progress Meter Paper • 2610.17666 • Published 3 days ago • 29
Data-Centric Recursive Self-Improvement for Navigation via Policy-Synchronized Language-Action Dual Bootstrapping Paper • 2610.15782 • Published 5 days ago • 26
A Decade in a Day: Synthesizing Agent-Native Interfaces from Human-Oriented Software Evolution Paper • 2610.15765 • Published 5 days ago • 25
WAVE-0: Bridging VLA Policies and WAMs with Lightweight Latent Future Prediction Paper • 2610.18568 • Published 3 days ago • 24
Cepheid: Decoupling Scale from Structure for Cross-Family Motion Completion Paper • 2610.18871 • Published 3 days ago • 26