Learned Image Compression

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5 papers in the last four weeks, down 29% on the four weeks before. 0.0% of all new papers.

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  1. Active Sampling for Ultra-Low-Bit-Rate Video Compression via Conditional Controlled Diffusion

    May 4, 2026Amirhosein Javadi, Shirin Saeedi Bidokhti, Tara JavidiLearned Image CompressionVideo Diffusion Models

    Department of Electrical and Computer Engineering University of California San Diego · Department of Electrical and Systems Engineering University of Pennsylvania · Department of Electrical and Computer Engineering2026 University of California San Diego

  2. Diffusion-OAMP for Joint Image Compression and Wireless Transmission

    Apr 30, 2026Wentao Hou, Yimin Bai, Zelei Luo +2Learned Image Compression

    College of Information Science and Electronic Engineering, Zhejiang University, China

  3. Adaptive Transform Coding for Semantic Compression

    Apr 29, 2026Andriy Enttsel, Vincent CorlayLearned Image CompressionEmbedding Compression

    Mitsubishi Electric R&D Centre Europe, Rennes, 35700, France

  4. Soft Anisotropic Diagrams for Differentiable Image Representation

    Apr 23, 2026Laki Iinbor, Zhiyang Dou, Wojciech MatusikLearned Image CompressionDifferentiable Rendering

    Independent Researcher, USA · MIT, USA

  5. HyVIC: A Metric-Driven Spatio-Spectral Hyperspectral Image Compression Architecture Based on Variational Autoencoders

    Mar 27, 2026Martin Hermann Paul Fuchs, Behnood Rasti, Begüm DemirLearned Image CompressionHyperspectral Imaging

    Faculty of Electrical Engineering and Computer Science, Technische Universität Berlin, 10587 Berlin, Germany

  6. 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

    Shanghai Jiao Tong University, Shanghai, China · Beijing University of Posts and Telecommunications, Beijing, China

  7. Advances in Diffusion-Based Generative Compression

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

    Chan Zuckerberg Biohub · University of California Irvine

  8. Enhancing Low-resolution Image Representation Through Normalizing Flows

    Jan 11, 2026Chenglong Bao, Tongyao Pang, Zuowei Shen +2Learned Image CompressionNormalizing Flows

    Yau Mathematical Sciences Center, Tsinghua University, Beijing, China, and Beijing Institute of Mathematical Sciences and Applications, Beijing, China · Yau Mathematical Sciences Center, Tsinghua University, Beijing, China · Department of Mathematics, National University of Singapore, Singapore +2

  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

    School of Information and Communications Engineering, Xi’an Jiaotong University, Xi’an 710049, China · Department of Electrical and Computer Engineering, Faculty of Applied Science, The University of British Columbia, Vancouver, BC, Canada

  10. Real-Time Neural Video Compression with Unified Intra and Inter Coding

    Oct 16, 2025Hui Xiang, Yifan Bian, Li Li +3Learned Image CompressionNeural Video Compression

    University of Science and Technology of China · Tencent Shannon Lab

  11. Pushing Toward the Simplex Vertices: A Simple Remedy for Code Collapse in Smoothed Vector Quantization

    Sep 26, 2025Takashi MoritaLearned Image CompressionVector Quantization

    Academy of Emerging Sciences, Chubu University · Institute for Advanced Research, Nagoya University

  12. 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

    Technical University of Munich · University of Applied Sciences Landshut · TU Wien

  13. LVQAC: Lattice Vector Quantization Coupled with Spatially Adaptive Companding for Efficient Learned Image Compression

    Mar 25, 2023Xi Zhang, Xiaolin WuLearned Image CompressionVector Quantization

    Shanghai Jiao Tong University · McMaster University

  14. UniTAC: Universal Task-Aware Compression via Weighted Distortion Measures

    Date pendingHoma Esfahanizadeh, Matin Mortaheb, Adeel Mahmood +2Model CompressionLearned Image Compression

    Nokia Bell Labs, Murray Hill, NJ 07974, USA