Learned Image Compression

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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. The Hidden Perception Constraint in Task-Aware Compression

    Sep 28, 2026Sahan Liyanaarachchi, Semih Akkoc, Sennur Ulukus +1Learned Image CompressionRate-Distortion Optimization

  4. PIC: Revisiting INR for Image Coding with Fast Encoding and Sub-Millisecond Decoding

    Sep 8, 2026Xiang Liu, Jinxiang Wang, Bin Chen +5Efficient Neural Network InferenceLearned Image Compression

  5. Foundation Models for Generalizable Semantic and Goal-Oriented Communication

    Sep 7, 2026Boliang Liu, Wint Yi Poe, Riccardo Trivisonno +1Learned Image CompressionSemantic Communication

  6. Tree-VQ: Progressive Image Compression from Pretrained Vector Quantizers

    Sep 3, 2026Mingming Ma, Xinkun Wang, Tianyi Xu +3Learned Image CompressionVector Quantization

  7. Token-Oriented Semantic Communication with Pretrained Vision Transformers

    Aug 26, 2026Jiwoong Im, Minwoo Kim, Jaeho Lee +2Learned Image CompressionSemantic Communication

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

    Aug 12, 2026Yuefeng ZhangMixed-Precision QuantizationLearned Image Compression

  9. Every Packet Counts: Dispersing Information for Loss-Resilient Learned Image Compression

    Aug 11, 2026Yuhang Wei, Chuqin Zhou, Yibo Shi +2Learned Image Compression

  10. Mixture-of-Experts-based Entropy Model for Learned Image Compression

    Aug 11, 2026Jonas Brenig, Radu TimofteLearned Image CompressionMixture-of-Experts Models

  11. Hardware-Aware Deployment of Joint SAR Compression and Despeckling on FPGA

    Aug 11, 2026Cédric Léonard, Francescopaolo Sica, Martin SchulzLearned Image CompressionEdge Computing

  12. Clear-Weighted Bit Allocation for Satellite Downlinks

    Aug 2, 2026Alireza Furutanpey, Qiyang Zhang, Yujie Huang +2Learned Image CompressionRemote Sensing

  13. Fast Trainable Multilinear Bases for Image Compression

    Jul 26, 2026Shiwen An, Zhongyi Ni, Huanhai Zhou +1Learned Image Compression

  14. JPEG AIC2026: A large-scale dataset for fine-grained assessment of image coding

    Jul 24, 2026Mohsen Jenadeleh, Jon Sneyers, João Ascenso +8Learned Image CompressionImage Quality Assessment

  15. Wavefront Parallelization for Efficient Learned Image Compression

    Jul 21, 2026Shimon Murai, Fangzheng Lin, Kasidis Arunruangsirilert +1Learned Image CompressionInference-Time Optimization

  16. Differentiable Proxy Learning for Adaptive Quantization Control in H.264 Video Coding

    Jul 11, 2026Qihan Xu, Ivan V. BajićLearned Image CompressionRate-Distortion Optimization

  17. LUMI: Tokenizer-Agnostic LLM-Based Lossless Image Compression

    Jul 9, 2026Chris Xing Tian, Chengkai Wu, Ziyu Wang +6Learned Image Compression

  18. Clustered Codebook Quantization for 2D Gaussian-based Image Compression

    Jul 6, 2026Runze Cheng, Yicheng Zhan, Josef Spjut +1Learned Image CompressionVector Quantization

  19. Scalable Differentially Private Data Compression via Diffusion and Stochastic Codes

    Jul 3, 2026Gergely Flamich, Oykü Sıla Güner, Yanxiao Liu +1Learned Image CompressionDifferential Privacy

  20. Optimizing Image Preparation and Compression for Face Recognition within 1024 Bytes

    Jun 29, 2026Paul Andreas, Torsten Schlett, Christoph BuschLearned Image CompressionFace Recognition

  21. Entropy-Coded MS-VQ-VAE with Learned Priors for Ultra-Low Bitrate Video Compression

    Jun 28, 2026Manikanta Kotthapalli, Banafsheh RekabdarLearned Image CompressionVector-Quantized Variational Autoencoder

  22. SpaceRipple: Lightweight Semantic Delivery for Mission-Oriented LEO Earth Observation Satellite Networks

    Jun 25, 2026Ziyi Yang, Hao Yuan, Yunxiang Yi +2Learned Image CompressionSemantic Communication

  23. Semantic-Aware Generative Image Transmission for Resource-Constrained Visual IoT Systems

    Jun 24, 2026Chenyang Zhang, Changwang Liu, Jinqi Zhu +4Learned Image CompressionSemantic Communication

  24. MambaRaw: Selective State Space Modeling for Efficient 4K Raw Image Reconstruction

    Jun 23, 2026Peize Li, Fanhu Zeng, Tongda Xu +5Learned Image CompressionImage Reconstruction

  25. PaaF: Raising the perceived quality of INR-Based Image Compression

    Jun 19, 2026Lorenzo Catania, Dario AllegraLearned Image CompressionImplicit Neural Representations

  26. Learned Image Compression for Vision-Language-Action Models

    Jun 15, 2026Hyeonjun Kim, Jegwang Ryu, Sangbeom Ha +4Learned Image CompressionVision-Language-Action Models

  27. Learned JPEG Compression for DNN Vision

    Jun 15, 2026Kaixiang Zheng, Ahmed H. Salamah, Siyu Chen +1Learned Image Compression

  28. Variable-Rate Deep Image Compression based on Low-Rank Adaptation by Progressive Learning

    Jun 15, 2026Xing-Yu Xu, Chen-Hsiu Huang, Ja-Ling WuLearned Image CompressionLow-Rank Adaptation

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

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

  30. Few-step Generative Models as Lossy Compression

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

  31. Adapting Diffusion Language Models for Lossless Pixel-Level Image Transmission

    Jun 4, 2026Tianqi Ren, Rongpeng Li, Xianfu Chen +2Learned Image CompressionDiffusion Language Models

  32. Balancing Image Compression and Generation with Bootstrapped Tokenization

    Jun 4, 2026Haozhe Chi, Jinghan Li, Hao Jiang +4Learned Image CompressionImage Tokenization

  33. SEAOTTER: Sensor Embedded Autoencoding with One-Time Transcode for Efficient Reconstruction

    Jun 2, 2026Dan Jacobellis, Neeraja J. YadwadkarLearned Image CompressionAutoencoders

  34. Exploiting Semantic and Pixel Representations for Ultra-Low Bitrate Image Compression

    Jun 1, 2026Hao Wei, Yanhui Zhou, Chenyang Ge +2Learned Image CompressionDiffusion Models

  35. Training-Free Continuous Bitrate Control for Scalable Image Coding for Humans and Machines

    May 29, 2026Yui Tatsumi, Hiroshi WatanabeLearned Image Compression

  36. ChWDTA: Channel-wise Wavelet-Domain Transformer Attention and Entropy Modeling for Learned Image Compression

    May 27, 2026Haisheng Fu, Runyu Yang, Feng Ding +5Learned Image CompressionHybrid CNN-Transformer Architectures

  37. Efficient Learned Image Compression without Entropy Coding

    May 22, 2026Hao Cao, Wenqi Guo, Zhijin Qin +1Learned Image CompressionVector Quantization

  38. Distributed Image Compression with Multimodal Side Information at Extremely Low Bitrates

    May 21, 2026Guojun Xu, Mingyang Zhang, Jianwen Xiang +3Learned Image Compression

  39. Deep learning-based compression of giga-resolution whole slide images

    May 17, 2026Maren Høibø, Etienne Gaucher, Ingerid Reinertsen +2Learned Image CompressionHistopathology Image Segmentation

  40. Adaptive Fused Prior Transfer for Controllable Generative Image Compression

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

  41. Dual-Latent Collaborative Decoding for Fidelity-Perception Balanced Image Compression

    May 14, 2026Qi Mao, Zijian Wang, Zhengxue Cheng +2Learned Image CompressionMixture of Experts

  42. Qwen-Image-VAE-2.0 Technical Report

    May 13, 2026Zekai Zhang, Deqing Li, Kuan Cao +27Variational AutoencodersLearned Image Compression

  43. Mutual Enhancement Between Global Tokens and Patch Tokens: From Theory to Practice

    May 11, 2026Xiusheng Huang, Xin Jiang, Jun Zhao +2Learned Image CompressionImage Tokenization

  44. Cross-Domain Lossy Compression via Constrained Minimum Entropy Coupling

    May 11, 2026Nam Nguyen, Hassan Tavakoli, An Vuong +2Learned Image CompressionRate-Distortion Optimization

  45. Control Your View: High-Resolution Global Semantic Manipulation in Learned Image Compression

    May 9, 2026Jiaming Liang, Chi-Man Pun, Weisi Lin +1Learned Image CompressionAdversarial Attacks

  46. 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

  47. Coarse-to-Fine: Progressive Image Compression for Semantically Hierarchical Classification

    May 8, 2026Jungwoo Kim, Jun-Hyuk Kim, Jong-Seok LeeLearned Image Compression

  48. SAMIC: A Lightweight Semantic-Aware Mamba for Efficient Perceptual Image Compression

    May 6, 2026Jiaqian Zhang, Hao Wei, Chenyang Ge +1Learned Image CompressionState Space Models