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Open-source LongCat-Video-Avatar 1.5 leapfrogs closed-source competitors in audio-driven video generation by prioritizing practical engineering over architectural novelty, delivering commercial-grade quality and speed.
Spectral clustering gets a boost: MDL-based granular-ball trees offer a new way to regularize affinity graphs, leading to state-of-the-art clustering performance.
Generate realistic talking avatars 120x faster by distilling multi-step diffusion models into a single-step generator, without sacrificing quality.
