2026
VecAttention: Vector-wise Sparse Attention for Accelerating Long Context Inference
CVPR 2026
Long-context video understanding and generation pose a significant computational challenge for Transformer-based video models due to the quadratic complexity of self-attention. While existing sparse attention methods employ coarse-grained patterns to improve efficiency, they typically incur redundan