AniMatrix generates anime videos by structuring artistic production rules into a controllable taxonomy and training the model to prioritize those rules over physical realism, achieving top scores from professional animators on prompt understanding and artistic motion.
Unifying flow, stereo and depth estimation.IEEE Transactions on Pattern Analysis and Machine Intelligence
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Bi-CMPStereo uses bidirectional prompting to project event and frame data into each other's domains, creating aligned representations for improved cross-modal stereo matching.
citing papers explorer
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AniMatrix: An Anime Video Generation Model that Thinks in Art, Not Physics
AniMatrix generates anime videos by structuring artistic production rules into a controllable taxonomy and training the model to prioritize those rules over physical realism, achieving top scores from professional animators on prompt understanding and artistic motion.
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Bidirectional Cross-Modal Prompting for Event-Frame Asymmetric Stereo
Bi-CMPStereo uses bidirectional prompting to project event and frame data into each other's domains, creating aligned representations for improved cross-modal stereo matching.