% Key papers for Learned image compression (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{iclr2018_variational_28699, title = {{Variational image compression with a scale hyperprior}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/48}, } @inproceedings{iclr2017_end_28372, title = {{End-to-end Optimized Image Compression}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=rJxdQ3jeg}, } @inproceedings{cvpr2018_conditional_12914, title = {{Conditional Probability Models for Deep Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Mentzer_Conditional_Probability_Models_CVPR_2018_paper.html}, } @inproceedings{cvpr2018_improved_13215, title = {{Improved Lossy Image Compression With Priming and Spatially Adaptive Bit Rates for Recurrent Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Johnston_Improved_Lossy_Image_CVPR_2018_paper.html}, } @inproceedings{neurips2018_joint_57256, title = {{Joint Autoregressive and Hierarchical Priors for Learned Image Compression}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/12018}, } @inproceedings{iclr2017_lossy_28368, title = {{Lossy Image Compression with Compressive Autoencoders}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=rJiNwv9gg}, } @inproceedings{cvpr2019_practical_14663, title = {{Practical Full Resolution Learned Lossless Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{neurips2020_high_60010, title = {{High-Fidelity Generative Image Compression}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2020}, url = {https://nips.cc/virtual/2020/poster/17347}, } @inproceedings{aaai2020_coarse_103648, title = {{Coarse-to-Fine Hyper-Prior Modeling for Learned Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/6736}, } @inproceedings{icml2017_real_36358, title = {{Real-Time Adaptive Image Compression}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2017}, url = {https://icml.cc/virtual/2017/poster/544}, } @inproceedings{cvpr2017_one_12513, title = {{One-To-Many Network for Visually Pleasing Compression Artifacts Reduction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2020_learning_15744, title = {{Learning Better Lossless Compression Using Lossy Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2022_neural_19429, title = {{Neural Data-Dependent Transform for Learned Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2017_learning_56441, title = {{Learning to Inpaint for Image Compression}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/8917}, } @inproceedings{cvpr2021_deep_16820, title = {{Deep Homography for Efficient Stereo Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_lc_19143, title = {{LC-FDNet: Learned Lossless Image Compression With Frequency Decomposition Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2022_dpict_18584, title = {{DPICT: Deep Progressive Image Compression Using Trit-Planes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{iclr2021_learning_30469, title = {{Learning Accurate Entropy Model with Global Reference for Image Compression}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2021}, url = {https://iclr.cc/virtual/2021/poster/2829}, } @inproceedings{cvpr2022_sasic_19765, title = {{SASIC: Stereo Image Compression With Latent Shifts and Stereo Attention}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{neurips2023_lossy_68069, title = {{Lossy Image Compression with Conditional Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71712}, } @inproceedings{cvpr2025_learned_26733, title = {{Learned Image Compression with Dictionary-based Entropy Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33626}, } @inproceedings{aaai2025_learned_9720, title = {{Learned Image Transmission with Hierarchical Variational Autoencoder}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33442}, } @inproceedings{aaai2024_make_6595, title = {{Make Lossy Compression Meaningful for Low-Light Images}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28664}, } @inproceedings{iclr2024_frequency_34077, title = {{Frequency-Aware Transformer for Learned Image Compression}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18998}, } @inproceedings{cvpr2025_good_26447, title = {{Good, Cheap, and Fast: Overfitted Image Compression with Wasserstein Distortion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34135}, } @inproceedings{aaai2025_glic_9282, title = {{GLIC: General Format Learned Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33175}, } @inproceedings{aaai2025_conditional_8496, title = {{Conditional Latent Coding with Learnable Synthesized Reference for Deep Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33403}, } @inproceedings{neurips2024_cosmic_73488, title = {{COSMIC: Compress Satellite Image Efficiently via Diffusion Compensation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/93986}, } @inproceedings{aaai2025_camsic_8335, title = {{CAMSIC: Content-aware Masked Image Modeling Transformer for Stereo Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33111}, } @inproceedings{cvpr2025_fitted_26273, title = {{Fitted Neural Lossless Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34405}, } @inproceedings{cvpr2025_wise_28139, title = {{WISE: A Framework for Gigapixel Whole-Slide-Image Lossless Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32714}, } @inproceedings{aaai2026_mrt_104121, title = {{MRT: Learning Compact Representations with Mixed RWKV-Transformer for Extreme Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37650}, } @inproceedings{aaai2026_the_106328, title = {{The Last Byte: Learning Just Enough for Machine-Oriented Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/38635}, } @inproceedings{neurips2024_robustly_71861, title = {{Robustly overfitting latents for flexible neural image compression}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95439}, } @inproceedings{neurips2025_moric_76331, title = {{MoRIC: A Modular Region-based Implicit Codec for Image Compression}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=IFjjzfkC65}, } @inproceedings{neurips2025_prompt_78632, title = {{Prompt-Guided Alignment with Information Bottleneck Makes Image Compression Also a Restorer}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=gggvYyiYam}, } @inproceedings{iclr2025_on_82302, title = {{On Disentangled Training for Nonlinear Transform in Learned Image Compression}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2025}, url = {https://iclr.cc/virtual/2025/poster/29489}, } @inproceedings{cvpr2026_what_98812, title = {{What Matters in Practical Learned Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Tatwawadi_What_Matters_in_Practical_Learned_Image_Compression_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_distributed_99314, title = {{Distributed Image Compression with Multimodal Side Information at Extremely Low Bitrates}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Xu_Distributed_Image_Compression_with_Multimodal_Side_Information_at_Extremely_Low_CVPR_2026_paper.html}, } @inproceedings{aaai2026_correcting_104253, title = {{Correcting Quantization-Induced Gradient Mismatch in Neural Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2026}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/37782}, }