% Key papers for Image-to-image translation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2017_image_12345, title = {{Image-To-Image Translation With Conditional Adversarial Networks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2017}, } @inproceedings{cvpr2018_stargan_13611, title = {{StarGAN: Unified Generative Adversarial Networks for Multi-Domain Image-to-Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Choi_StarGAN_Unified_Generative_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_semantic_14806, title = {{Semantic Image Synthesis With Spatially-Adaptive Normalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_stargan_16279, title = {{StarGAN v2: Diverse Image Synthesis for Multiple Domains}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2017_toward_56730, title = {{Toward Multimodal Image-to-Image Translation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/8843}, } @inproceedings{neurips2017_unsupervised_56750, title = {{Unsupervised Image-to-Image Translation Networks}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2017}, url = {https://nips.cc/virtual/2017/poster/8865}, } @inproceedings{iclr2017_unsupervised_28321, title = {{Unsupervised Cross-Domain Image Generation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2017}, url = {https://openreview.net/forum?id=Sk2Im59ex}, } @inproceedings{iclr2020_u_29310, title = {{U-GAT-IT: Unsupervised Generative Attentional Networks with Adaptive Layer-Instance Normalization for Image-to-Image Translation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2020}, url = {https://openreview.net/forum?id=BJlZ5ySKPH}, } @inproceedings{cvpr2020_sean_16157, title = {{SEAN: Image Synthesis With Semantic Region-Adaptive Normalization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{neurips2018_unsupervised_57745, title = {{Unsupervised Attention-guided Image-to-Image Translation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11369}, } @inproceedings{cvpr2020_cross_15303, title = {{Cross-Domain Correspondence Learning for Exemplar-Based Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2023_bbdm_20429, title = {{BBDM: Image-to-Image Translation With Brownian Bridge Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/20945}, } @inproceedings{cvpr2019_multi_14537, title = {{Multi-Channel Attention Selection GAN With Cascaded Semantic Guidance for Cross-View Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2020_psgan_16014, title = {{PSGAN: Pose and Expression Robust Spatial-Aware GAN for Customizable Makeup Transfer}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_image_14307, title = {{Image-To-Image Translation via Group-Wise Deep Whitening-And-Coloring Transformation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2018_conditional_12913, title = {{Conditional Image-to-Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Lin_Conditional_Image-to-Image_Translation_CVPR_2018_paper.html}, } @inproceedings{cvpr2021_image_17164, title = {{Image-to-Image Translation via Hierarchical Style Disentanglement}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{iclr2019_instagan_29230, title = {{InstaGAN: Instance-aware Image-to-Image Translation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2019}, url = {https://iclr.cc/virtual/2019/poster/742}, } @inproceedings{cvpr2021_high_17120, title = {{High-Resolution Photorealistic Image Translation in Real-Time: A Laplacian Pyramid Translation Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2021_region_17725, title = {{Region-Aware Adaptive Instance Normalization for Image Harmonization}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2024_stegogan_24891, title = {{StegoGAN: Leveraging Steganography for Non-Bijective Image-to-Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29517}, } @inproceedings{aaai2024_dddm_5555, title = {{DDDM-VC: Decoupled Denoising Diffusion Models with Disentangled Representation and Prior Mixup for Verified Robust Voice Conversion}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29740}, } @inproceedings{aaai2024_rethinking_7139, title = {{Rethinking the Paradigm of Content Constraints in Unpaired Image-to-Image Translation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27848}, } @inproceedings{aaai2024_syformer_7451, title = {{SyFormer: Structure-Guided Synergism Transformer for Large-Portion Image Inpainting}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28417}, } @inproceedings{aaai2024_weditgan_7800, title = {{WeditGAN: Few-Shot Image Generation via Latent Space Relocation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27932}, } @inproceedings{aaai2024_frequency_6053, title = {{Frequency-Controlled Diffusion Model for Versatile Text-Guided Image-to-Image Translation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/27951}, } @inproceedings{iclr2024_image_35671, title = {{Image Translation as Diffusion Visual Programmers}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17402}, } @inproceedings{aaai2024_b_5246, title = {{B-spine: Learning B-spline Curve Representation for Robust and Interpretable Spinal Curvature Estimation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28346}, } @inproceedings{iclr2024_unpaired_35499, title = {{Unpaired Image-to-Image Translation via Neural Schrödinger Bridge}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17574}, } @inproceedings{aaai2024_seit_7220, title = {{SEIT: Structural Enhancement for Unsupervised Image Translation in Frequency Domain}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28617}, } @inproceedings{cvpr2025_alias_25465, title = {{Alias-Free Latent Diffusion Models: Improving Fractional Shift Equivariance of Diffusion Latent Space}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/34110}, } @inproceedings{neurips2025_thermalgen_79300, title = {{ThermalGen: Style-Disentangled Flow-Based Generative Models for RGB-to-Thermal Image Translation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2025}, url = {https://openreview.net/forum?id=o0JSYq1TQ4}, } @inproceedings{aaai2025_ot_10146, title = {{OT-StainNet: Optimal Transport Driven Semantic Matching for Weakly Paired H\&E-to-IHC Stain Transfer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32329}, } @inproceedings{aaai2024_dnit_5569, title = {{DNIT: Enhancing Day-Night Image-to-Image Translation through Fine-Grained Feature Handling (Student Abstract)}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/30474}, } @inproceedings{neurips2024_time_72256, title = {{Time-Varying LoRA: Towards Effective Cross-Domain Fine-Tuning of Diffusion Models}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95088}, } @inproceedings{cvpr2025_a4a_25381, title = {{A4A: Adapter for Adapter Transfer via All-for-All Mapping for Cross-Architecture Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33881}, } @inproceedings{cvpr2025_physicsgen_27255, title = {{PhysicsGen: Can Generative Models Learn from Images to Predict Complex Physical Relations?}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/33186}, } @inproceedings{icml2025_easyref_46742, title = {{EasyRef: Omni-Generalized Group Image Reference for Diffusion Models via Multimodal LLM}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2025}, url = {https://icml.cc/virtual/2025/poster/45830}, } @inproceedings{icml2026_balancing_50598, title = {{Balancing Fidelity and Diversity in Diffusion Models via Symmetric Attention Decomposition: Hopfield Perspective}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2026}, url = {https://openreview.net/forum?id=E0MKfKmQkT}, } @inproceedings{iclr2026_adaptive_88085, title = {{Adaptive Domain Shift in Diffusion Models for Cross-Modality Image Translation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=it0GTdiW9t}, }