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cs.CV2026
UnStep: Training-Free Acceleration of Causal Video Diffusion with Fewer Steps Than Distillation
Youssef Mansour, Enis Simsar, Fadime Sener +4
Distilling bidirectional multi-step video diffusion transformers into few-step causal models has become a common approach for streaming video generation. While these few-step stude…
cs.CV2024★ 1 cited
GAMA-IR: Global Additive Multidimensional Averaging for Fast Image Restoration
Youssef Mansour, Reinhard Heckel
Deep learning-based methods have shown remarkable success for various image restoration tasks such as denoising and deblurring. The current state-of-the-art networks are relatively…