LiteFrame: Efficient Vision Encoders Unlock Frame Scaling in Video LLMs Paper • 2605.17260 • Published May 17 • 25
Stream-T1: Test-Time Scaling for Streaming Video Generation Paper • 2605.04461 • Published May 6 • 109
Stream-R1: Reliability-Perplexity Aware Reward Distillation for Streaming Video Generation Paper • 2605.03849 • Published May 5 • 129
Penguin-VL: Exploring the Efficiency Limits of VLM with LLM-based Vision Encoders Paper • 2603.06569 • Published Mar 6 • 120
Native Sparse Attention: Hardware-Aligned and Natively Trainable Sparse Attention Paper • 2502.11089 • Published Feb 16, 2025 • 170
Step-Video-T2V Technical Report: The Practice, Challenges, and Future of Video Foundation Model Paper • 2502.10248 • Published Feb 14, 2025 • 57