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Note·Feb 09, 2026·6 min

The three things a video tokenizer cannot afford to lose

Aditya AggarwalVideo · ML

A checklist I return to when evaluating video autoencoders. Short, opinionated.

Three properties that separate good video tokenizers from ones that look fine on PSNR but fall apart under generation.

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