% Key papers for Perceptual diffusion image compression (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2022_the_20007, title = {{The Devil Is in the Details: Window-Based Attention for Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_multi_21615, title = {{Multi-Realism Image Compression With a Conditional Generator}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21865}, } @inproceedings{cvpr2024_generative_23610, title = {{Generative Latent Coding for Ultra-Low Bitrate Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31511}, } @inproceedings{iclr2024_towards_35114, title = {{Towards image compression with perfect realism at ultra-low bitrates}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17959}, } @inproceedings{cvpr2024_laplacian_23928, title = {{Laplacian-guided Entropy Model in Neural Codec with Blur-dissipated Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30299}, } @inproceedings{icml2023_improving_42760, title = {{Improving Statistical Fidelity for Neural Image Compression with Implicit Local Likelihood Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2023}, url = {https://icml.cc/virtual/2023/poster/24565}, } @inproceedings{aaai2025_controllable_8534, title = {{Controllable Distortion-Perception Tradeoff Through Latent Diffusion for Neural Image Compression}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/33165}, } @inproceedings{cvpr2024_jdec_23846, title = {{JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29798}, } @inproceedings{cvpr2025_decouple_25875, title = {{Decouple Distortion from Perception: Region Adaptive Diffusion for Extreme-low Bitrate Perception Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34224}, } @inproceedings{cvpr2024_enhancing_23373, title = {{Enhancing Quality of Compressed Images by Mitigating Enhancement Bias Towards Compression Domain}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29494}, } @inproceedings{cvpr2025_bridging_25623, title = {{Bridging the Gap between Gaussian Diffusion Models and Universal Quantization for Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34208}, } @inproceedings{icml2024_neural_45610, title = {{Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/32842}, } @inproceedings{cvpr2025_random_27377, title = {{Random Conditioning with Distillation for Data-Efficient Diffusion Model Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33271}, } @inproceedings{cvpr2025_traversing_27951, title = {{Traversing Distortion-Perception Tradeoff using a Single Score-Based Generative Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34580}, } @inproceedings{iclr2024_idempotence_33919, title = {{Idempotence and Perceptual Image Compression}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19156}, } @inproceedings{icml2024_correcting_43306, title = {{Correcting Diffusion-Based Perceptual Image Compression with Privileged End-to-End Decoder}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/35146}, } @inproceedings{icml2025_lotterycodec_46364, title = {{LotteryCodec: Searching the Implicit Representation in a Random Network for Low-Complexity Image Compression}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/46198}, } @inproceedings{icml2026_training_50590, title = {{Training-Free Rate-Distortion-Perception Traversal With Diffusion}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=DwtVUwEwTF}, } @inproceedings{icml2026_cod_52285, title = {{CoD-Lite: Real-Time Diffusion-Based Generative Image Compression}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=UMT9x3LV9Q}, } @inproceedings{cvpr2026_cadc_96308, title = {{CADC: Content Adaptive Diffusion-Based Generative Image Compression}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Sheng_CADC_Content_Adaptive_Diffusion-Based_Generative_Image_Compression_CVPR_2026_paper.html}, } @inproceedings{cvpr2026_ultra_96421, title = {{Ultra-Low Bitrate Perceptual Image Compression with Shallow Encoder}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2026}, url = {https://openaccess.thecvf.com/content/CVPR2026/html/Zhang_Ultra-Low_Bitrate_Perceptual_Image_Compression_with_Shallow_Encoder_CVPR_2026_paper.html}, } @inproceedings{icml2024_compress_43492, title = {{Compress Clean Signal from Noisy Raw Image: A Self-Supervised Approach}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2024}, url = {https://icml.cc/virtual/2024/poster/34960}, } @inproceedings{icml2025_ultra_49054, title = {{Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-aware Diffusion}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/43570}, }