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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

The proposed S-NVRC spans a wide range of bitrate and decoding-complexity using a single encoding (training) and outperforms SHM 12.4 and the multi-layer VTM-20.0, by 43.7% and 5.6% in BD-rate on the UVG dataset, while also providing flexible complexity scalability.

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

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