SANA-Video 2.0: Hybrid Linear Attention with Attention Residuals for Efficient Video Generation Paper • 2607.21553 • Published 9 days ago • 39
Look Before You Leap: Distilling Tree Search into Action Evaluation for Frozen VLA Models Paper • 2607.03751 • Published 28 days ago • 20
Dual Latent Memory in Vision-Language-Action Models for Robotic Manipulation Paper • 2607.07608 • Published 24 days ago • 57
Bridging Interleaved Multi-Modal Reasoning as a Unified Decision Process Paper • 2607.03748 • Published 28 days ago • 41
Safety Testing LLM Agents at Scale: From Risk Discovery to Evidence-Grounded Verification Paper • 2607.01793 • Published 28 days ago • 8
Multi-Turn Agentic Scientific Literature Search via Workflow Induction Paper • 2607.00597 • Published about 1 month ago • 31
TurnOPD: Making On-Policy Distillation Turn-Aware for Efficient Long-Horizon Agent Training Paper • 2607.05804 • Published 25 days ago • 19
UI-MOPD: Multi-Platform On-Policy Distillation for Continual GUI Agent Learning Paper • 2607.04425 • Published 27 days ago • 73
SkillOpt-Lite: Better and Faster Agent Self-evolution via One Line of Vibe Paper • 2607.03451 • Published 29 days ago • 34
Perceptual Flow Matching for Few-Step Generative Modeling Paper • 2607.03524 • Published 29 days ago • 19
OrbitQuant: Data-Agnostic Quantization for Image and Video Diffusion Transformers Paper • 2607.02461 • Published 30 days ago • 41
dOPSD: On-Policy Self-Distillation for Diffusion Language Models Paper • 2607.04428 • Published 27 days ago • 19
DSpark: Confidence-Scheduled Speculative Decoding with Semi-Autoregressive Generation Paper • 2607.05147 • Published 26 days ago • 39
Sparse Delta Memory: Scaling the State of Linear RNNs through Sparsity Paper • 2607.07386 • Published 24 days ago • 13
Hierarchical Sparse Attention Done Right: Toward Infinite Context Modeling Paper • 2607.02980 • Published 29 days ago • 83
Is One Layer Enough? Training A Single Transformer Layer Can Match Full-Parameter RL Training Paper • 2607.01232 • Published 30 days ago • 8
Program-as-Weights: A Programming Paradigm for Fuzzy Functions Paper • 2607.02512 • Published 30 days ago • 238
AlayaWorld: Long-Horizon and Playable Video World Generation Paper • 2607.06291 • Published 25 days ago • 91