Generative Image Compression

Latest papers 12

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

    Sep 30, 2026Qin Yan, Ruixiao Dong, Yutao Xie +5Learned Image CompressionResidual Learning

  2. Rethinking Generative Image Compression at Extremely Low Bitrates

    Sep 30, 2026Tianyu Zhang, Zhaoyang Jia, Houqiang Li +1Learned Image CompressionAutoencoders

  3. Dual-Constrained Diffusion Image Compression for Operational Rate-Distortion-Perception Optimization

    Jun 11, 2026Sanxin Jiang, Jiro Katto, Heming SunLearned Image CompressionRate-Distortion Optimization

  4. Few-step Generative Models as Lossy Compression

    Jun 9, 2026Fuma Kimishima, Jinjia ZhouLearned Image CompressionFlow-Based Generative Modeling

  5. Adaptive Fused Prior Transfer for Controllable Generative Image Compression

    May 16, 2026Yifei Pei, Ying Liu, Nam LingLearned Image CompressionGenerative Image Compression

  6. Transforming the Use of Earth Observation Data: Exascale Training of a Generative Compression Model with Historical Priors for up to 10,000x Data Reduction

    May 9, 2026Jinxiao Zhang, Runmin Dong, Xiyong Wu +14Learned Image CompressionGenerative Image Compression

  7. Next-Frame Decoding for Ultra-Low-Bitrate Image Compression with Video Diffusion Priors

    Mar 16, 2026Yunuo Chen, Chuqin Zhou, Jiangchuan Li +5Learned Image CompressionGenerative Image Compression

  8. Advances in Diffusion-Based Generative Compression

    Jan 26, 2026Yibo Yang, Stephan MandtLearned Image CompressionGenerative Image Compression

  9. SDGIC: A Semantic Disambiguation-Guided Generative Image Compression Method for Ultra-Low Bitrates

    Dec 6, 2025Kaile Wang, Lijun He, Haisheng Fu +2Diffusion Model GuidanceLearned Image Compression

  10. PerCoV2: Ultra-Low Bit-Rate Perceptual Image Compression via Query-Based 1D Multimodal Image Tokens

    Mar 12, 2025Nikolai Körber, Eduard Kromer, Andreas Siebert +3Learned Image CompressionGenerative Image Compression