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

Author

Daowen Li

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Preprint Sep 2026

ResARC: Residual-Aware AutoRegressive Coding for Ultra-Low Bitrate Image Compression

Progressive autoregressive image codecs provide an appealing paradigm for generative compression by quantizing continuous latents into discrete tokens, transmitting coarse-to-fine prefix tokens and generating the remaining suffix tokens at the decoder. However, their reconstruction quality is fundamentally limited by t...

Qing-Lei Yan, Rui-Xiao Dong, Yu-Tao Xie et al. · 0 citations
Preprint Aug 2026

Generative Video Compression Based on Hierarchical Referencing

GVCHR, Generative Video Compression based on Hierarchical Referencing is proposed and Hierarchical Temporal Context Mining is introduced to exploits complementary short- and long-term temporal context for effective latent coding and generative reconstruction.

Daowen Li, Ding Ding, Zifu Zhang et al. · 0 citations

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