ICML 2025

Meta Info

Homepage: https://icml.cc/Conferences/2025

Acceptance Rate

• 26.9% (= 3260 / 12107)

• Poster: 24.3% (= 2947 / 12107)

• Spotlight: 2.6% (= 313 / 12107)

Papers

Diffusion Models

• Video Generation

  • Fast Video Generation with Sliding Tile Attention [Paper] [OpenReview] [arXiv] [Code]

    • UCSD & UMich & THU & UC Berkeley & MBZUAI

    • Introduce STA, a tile-wise local spatiotemporal attention mechanism for video DiTs that removes redundant full attention.

    • Use a hardware-aware sliding-window design and kernel optimizations to speed up video diffusion attention and end-to-end HunyuanVideo generation.