Abstract: Implicit Neural Representation for Videos (NeRV) has introduced a novel paradigm for video representation and compression, outperforming traditional codecs. As model size grows, however, ...

No calibration data required — works online, token-by-token Simple API — compress, decompress, and estimate inner products in a few lines KV cache simulator included for attention score benchmarking ...

Summary: As short-form video content (TikTok, Reels, Shorts) dominates social media, researchers are beginning to uncover why some people are more prone to Short Video Addiction (SVA) than others. A ...

Abstract: This paper proposes a Generative Face Video Compression (GFVC) approach using Supplemental Enhancement Information (SEI), where a series of compact spatial and temporal representations of a ...

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