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SNM-VFI achieves superior perceptual quality and temporal coherence in video frame interpolation by effectively integrating flow-guided frames with diffusion-generated details.
High-quality mobile video generation is now possible with a 5B-parameter model, challenging the notion that smaller models are necessary for mobile applications.
By applying nonlinearity *after* pairwise similarity calculations, Hadamard Linear Attention achieves a higher-degree rational function approximation of softmax, potentially bridging the gap between efficient linear attention and standard quadratic attention.