AI RESEARCH
Foveated Diffusion: Efficient Spatially Adaptive Image and Video Generation
arXiv CS.CV
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ArXi:2603.23491v1 Announce Type: new Diffusion and flow matching models have unlocked unprecedented capabilities for creative content creation, such as interactive image and streaming video generation. The growing demand for higher resolutions, frame rates, and context lengths, however, makes efficient generation increasingly challenging, as computational complexity grows quadratically with the number of generated tokens.