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, ...
python deep-learning numpy transformer attention quantization vector-quantization model-compression inference-optimization memory-optimization kv-cache post-training-quantization llm llm-inference llm ...
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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My middle school daughter recently came home from school complaining about having to watch a 45-minute video in her social studies class. To be fair, she’s not into social studies like her dad is.
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