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Sponsored Artificial Intelligence: A Modern Approach, Global Edition Artificial Intelligence: A Modern Approach, Global Edition

Author

H. Kwan

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2 papers indexed here

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Preprint Sep 2026

Multi-scale Image Representation Compression

Overfitted codecs have demonstrated promising performance for image and video compression. In particular, for image compression, the Cool-chic family of models has shown competitive performance against scene-agnostic models, with orders of magnitude lower decoding complexity at the cost of a longer overfitting process....

Tian-Hao Peng, H. Kwan, Fan Zhang et al. · 0 citations
Preprint Sep 2026

Scalable Neural Video Representation Compression

Scalable video coding (SVC) encodes a video into a layered bitstream consisting of a base layer and one or multiple enhancement layers, enabling decoding at different bitrate/quality/resolution operating points to accommodate diverse device capabilities and network conditions. Due to its practical flexibility, SVC has...

Tian-Hao Peng, H. Kwan, Fan Zhang et al. · 0 citations

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