Generative Image Compression

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2 papers in the last four weeks, against 2 the four weeks before. 0.0% of all new papers.

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  1. Rethinking Generative Image Compression at Extremely Low Bitrates

    Sep 30, 2026Tianyu Zhang, Zhaoyang Jia, Houqiang Li +1Generative Image CompressionUltra-Low Bitrates

    University of Science and Technology of China

  2. DC-SAE: Deep Compression Semantic Autoencoder for Faster Diffusion Convergence

    Sep 30, 2026Xu Huang, Ye Huang, Zijun Liao +6Generative Image CompressionToken Compression

    Peking University · Singapore University of Technology and Design

  3. HAMP-LIC: Hessian-Aware Mixed-Precision Post-Training Quantization for Learned Image Compression

    Aug 12, 2026Yuefeng ZhangLearned Image CompressionGenerative Image Compression

    Beijing Institute of Computer Technology and Application, Beijing, China · School of Elite Engineering, Northwestern Polytechnical University, Shaanxi, China

  4. MRIComp4Flow: Compression of 3D Brain MRI for Training Multi-Modal Generative Models

    Aug 10, 2026Lisa K. Fischer, Mykhailo Riabets, Daniel Rueckert +3Magnetic Resonance Imaging DatasetMedical Image Generation

    Technical University of Munich (TUM), Germany · Chair for AI in Healthcare and Medicine, TUM and TUM University Hospital, Munich, Germany · Imperial College London +4

  5. EvtGraph: Event-Adaptive Compression for Sparse Temporal Graph Learning in Multimodal Time Series

    Aug 5, 2026Ziqian Wang, Tingxiong Xiao, Yuxiao Cheng +1Temporal Graph Neural NetworksGenerative Image Compression

    Department of Automation Tsinghua University Beijing, China

  6. OPTD: On-Policy Transition Distillation with Consistency-Guided Adaptive Compression for Few-Step Diffusion Language Models

    Aug 3, 2026Xiaocheng Lu, Hualei Zhang, Shuhan Guo +8Diffusion Language ModelsFew-Step Distillation

    HKUST · NWPU · PolyU

  7. MedARC: Training-Free Adaptive Redundancy Compression of Visual Tokens for 3D Medical Vision-Language Models

    Jul 29, 2026Yitao Zhu, Mengjun Liu, Yingji Fu +2Medical Vision-Language ModelsLong Visual-Token Sequences

    Department of Health Technology and Informatics, The Hong Kong Polytechnic University, Hong Kong · School of Integrated Circuits and Electronics, Beijing Institute of Technology, China · 3Mental Health Research Center, The Hong Kong Polytechnic University, Hong Kong +1

  8. Importance-Aware OBS Pruning for Diffusion Models

    Jul 22, 2026Ba-Thinh Lam, Srijan Das, Hieu LeDiffusion ModelsGenerative Image Compression

    Department of Computer Science UNC Charlotte NC, USA

  9. Adaptive Model Compression (AMC): Saliency-Driven Resource Allocation for Ultra-Low-Power Transformer Inference

    Jul 11, 2026Jiayin Hu, Kai Yuan, Vanessa Hu +3Resource-Constrained Edge DevicesGenerative Image Compression

    Apple USA

  10. HARD-KV: Head-Adaptive Regularization for Decoding-time KV Compression

    Jun 27, 2026Yuxuan Yang, Feiyang Ren, Bowen Zeng +4Key-Value Cache CompressionLLM Inference Optimization

    The State Key Laboratory of Blockchain and Data Security, Zhejiang University

  11. Adaptive Joint Compression and Synchronisation in Federated Split Learning for IoT Rainfall Prediction

    Jun 23, 2026Wenjie Ding, Yi Sin Lin, Jiale Liu +8Federated LearningInternet Of Thing

    School of Computing · Newcastle University · Newcastle upon Tyne, United Kingdom

  12. Gen2-IC: Bridging Generative Models and Image Codecs through Latent Transport

    Jun 19, 2026Yinhuan Huang, Hao Cao, Pu chen +3Generative Image CompressionAffectcodec

    Tsinghua University

  13. Few-step Generative Models as Lossy Compression

    Jun 9, 2026Fuma Kimishima, Jinjia ZhouGenerative Image CompressionData Compression Methods

    Hosei University, Tokyo, Japan

  14. HACK++: Towards More Effective Head-Aware Key-Value Compression for Efficient Visual Autoregressive Modeling

    Jun 6, 2026Ziran Qin, Yuchen Jiang, Mingbao Lin +4Visual Autoregressive ModelsKey-Value Cache Compression

    Shanghai Jiao Tong University, Shanghai, China · Rakuten, Singapore · Tsinghua University, Beijing, China

  15. Residual Modeling for High-Fidelity Learned Compression of Scientific Data

    Jun 3, 2026Liangji Zhu, Sanjay Ranka, Anand RangarajanGenerative Image CompressionData Compression Methods

    Department of Computer & Information Science & Engineering University of Florida Gainesville, FL, USA

  16. OccamToken: Efficient VLM Inference with Training-Free and Budget-Adaptive Token Pruning

    May 28, 2026Geng Li, Guohao Chen, Ting Chen +6Visual Token PruningLong Visual-Token Sequences

    1Nanyang Technological University (NTU)

  17. SAFE-SVD: Sensitivity-Aware Fidelity-Enforcing SVD for Physics Foundation Models

    May 18, 2026Chengjie Hong, Feixiang He, Yiheng Zeng +2Generative Image CompressionWireless Foundation Models

    University College London, UK · Central South University, China · University of Massachusetts at Amherst, US +1

  18. HeatKV: Head-tuned KV-cache Compression for Visual Autoregressive Modeling

    May 14, 2026Jonathan Cederlund, Axel Berg, William Isaksson +3Key-Value Cache CompressionVisual Autoregressive Models

    Dept. of Automatic Control, Lund University · Arm

  19. Adaptive Data Compression and Reconstruction for Memory-Bounded EEG Continual Learning

    May 4, 2026Chengcheng XieElectroencephalographyReplay-Based Continual Learning

    Beihang University

  20. A Self-Evolving Framework for Efficient Terminal Agents via Observational Context Compression

    Apr 21, 2026Jincheng Ren, Siwei Wu, Yizhi Li +8Long-Horizon AgentsGenerative Image Compression

    University of Manchester · 2MAP · 4HKUST(GZ) +2

  21. Exploiting Correlations in Federated Learning: Opportunities and Practical Limitations

    Apr 16, 2026Adrian Edin, Michel Kieffer, Mikael Johansson +1Federated LearningGenerative Image Compression

    Department of Electrical Engineering (ISY), Linköping University, SE-581 83 Linköping, Sweden · CentraleSupélec, CNRS, L2S, Université Paris-Saclay, Gif-sur-Yvette, FR-91192, France · Division of Decision and Control Systems, School of EECS, KTH Royal Institute of Technology, SE-100 44 Stockholm, Sweden

  22. 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

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

    Dec 6, 2025Kaile Wang, Lijun He, Haisheng Fu +2Learned Image CompressionGenerative 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

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

    Mar 25, 2023Xi Zhang, Xiaolin WuLearned Image CompressionGenerative Image Compression

    Shanghai Jiao Tong University · McMaster University