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The author compressed the Bad Apple animation into a small MLP with sine activations (SIREN), using only 790k parameters (~3MB) to represent 2.7 billion pixels, with improvements like time-stretching and motion-focused sampling reducing validation MSE by ~9x.
MLVC is a hardware-robust neural video codec designed for practical cross-platform deployment. It surpasses hardware HEVC by over 70% BD-rate (MOS) on video conferencing while running at 100 FPS on commodity NPUs from Apple, Intel, and Qualcomm.
MediaOptim is a tool that compresses images, video, and audio locally to save storage without uploading files.