ALLOT allocates block-sparse attention for video diffusion transformers
Training-free ALLOT gains 11.8 dB PSNR on HunyuanVideo with XAttention at equal or shorter runtime.
46
AI model
HunyuanVideo
- Mentions · 7d1
- Mentions · 30d2
- All mentions2
- First seenOct 18, 2026
- Last mentioned5d ago
Timeline
2 articles · newest firstSpecKCast forecasts diffusion features in the frequency domain
A training-free Kalman filter on DCT coefficients skips transformer steps, with up to 6x speedup and under 0.05 GiB extra memory.
32
Appears with
- Wan2.2ai model · 1
- Qwen-Imageai model · 1
- FLUX.1-devai model · 1
- Wan2.1-14Bai model · 1
- Wan2.1ai model · 1
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