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Achieve both low-bitrate perceptual video compression and practical scalability with ProGVC, a framework that unifies progressive transmission, efficient entropy coding, and detail synthesis.
Compressing images into 1D token sequences can yield state-of-the-art reconstruction fidelity, challenging the necessity of 2D spatial grids for visual tokenization.