% Key papers for Compositional text-to-image guidance (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2023_dreambooth_20840, title = {{DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23180}, } @inproceedings{icml2022_glide_40600, title = {{GLIDE: Towards Photorealistic Image Generation and Editing with Text-Guided Diffusion Models}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2022}, url = {https://icml.cc/virtual/2022/poster/16339}, } @inproceedings{cvpr2022_vector_20166, title = {{Vector Quantized Diffusion Model for Text-to-Image Synthesis}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2023_plug_21878, title = {{Plug-and-Play Diffusion Features for Text-Driven Image-to-Image Translation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22013}, } @inproceedings{cvpr2023_gligen_21046, title = {{GLIGEN: Open-Set Grounded Text-to-Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22618}, } @inproceedings{cvpr2023_open_21780, title = {{Open-Vocabulary Panoptic Segmentation With Text-to-Image Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23186}, } @inproceedings{iclr2024_sdxl_34824, title = {{SDXL: Improving Latent Diffusion Models for High-Resolution Image Synthesis}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18250}, } @inproceedings{cvpr2023_imagen_21214, title = {{Imagen Editor and EditBench: Advancing and Evaluating Text-Guided Image Inpainting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21001}, } @inproceedings{cvpr2023_conditional_20627, title = {{Conditional Text Image Generation With Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21963}, } @inproceedings{cvpr2023_ernie_20875, title = {{ERNIE-ViLG 2.0: Improving Text-to-Image Diffusion Model With Knowledge-Enhanced Mixture-of-Denoising-Experts}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21134}, } @inproceedings{cvpr2024_instancediffusion_23816, title = {{InstanceDiffusion: Instance-level Control for Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31343}, } @inproceedings{cvpr2024_grounded_23645, title = {{Grounded Text-to-Image Synthesis with Attention Refocusing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30020}, } @inproceedings{cvpr2024_deadiff_23081, title = {{DEADiff: An Efficient Stylization Diffusion Model with Disentangled Representations}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29773}, } @inproceedings{cvpr2024_towards_25064, title = {{Towards Understanding Cross and Self-Attention in Stable Diffusion for Text-Guided Image Editing}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29379}, } @inproceedings{iclr2023_training_32531, title = {{Training-Free Structured Diffusion Guidance for Compositional Text-to-Image Synthesis}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2023}, url = {https://iclr.cc/virtual/2023/poster/10778}, } @inproceedings{neurips2023_blip_69001, title = {{BLIP-Diffusion: Pre-trained Subject Representation for Controllable Text-to-Image Generation and Editing}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70870}, } @inproceedings{icml2023_multidiffusion_41821, title = {{MultiDiffusion: Fusing Diffusion Paths for Controlled Image Generation}}, booktitle = {International Conference on Machine Learning (ICML)}, year = {2023}, url = {https://icml.cc/virtual/2023/poster/23809}, } @inproceedings{cvpr2024_ufogen_25101, title = {{UFOGen: You Forward Once Large Scale Text-to-Image Generation via Diffusion GANs}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29855}, } @inproceedings{cvpr2023_high_21165, title = {{High-Fidelity Guided Image Synthesis With Latent Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23265}, } @inproceedings{cvpr2023_shifted_22198, title = {{Shifted Diffusion for Text-to-Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21033}, } @inproceedings{cvpr2024_freecontrol_23505, title = {{FreeControl: Training-Free Spatial Control of Any Text-to-Image Diffusion Model with Any Condition}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30190}, } @inproceedings{cvpr2024_taming_24956, title = {{Taming Stable Diffusion for Text to 360 Panorama Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31582}, } @inproceedings{aaai2024_compositional_5450, title = {{Compositional Text-to-Image Synthesis with Attention Map Control of Diffusion Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28364}, } @inproceedings{cvpr2024_when_25282, title = {{When StyleGAN Meets Stable Diffusion: a W+ Adapter for Personalized Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30134}, } @inproceedings{aaai2024_brush_5318, title = {{Brush Your Text: Synthesize Any Scene Text on Images via Diffusion Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28550}, } @inproceedings{cvpr2024_ranni_24579, title = {{Ranni: Taming Text-to-Image Diffusion for Accurate Instruction Following}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29434}, } @inproceedings{cvpr2024_noisecollage_24295, title = {{NoiseCollage: A Layout-Aware Text-to-Image Diffusion Model Based on Noise Cropping and Merging}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30659}, } @inproceedings{cvpr2024_rethinking_24642, title = {{Rethinking the Spatial Inconsistency in Classifier-Free Diffusion Guidance}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30715}, } @inproceedings{cvpr2024_visual_25243, title = {{Visual Anagrams: Generating Multi-View Optical Illusions with Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30657}, } @inproceedings{cvpr2025_diffusion_25945, title = {{Diffusion-4K: Ultra-High-Resolution Image Synthesis with Latent Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32468}, } @inproceedings{iclr2024_dreamtime_33494, title = {{DreamTime: An Improved Optimization Strategy for Diffusion-Guided 3D Generation}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/19581}, } @inproceedings{cvpr2024_leftrefill_23996, title = {{LeftRefill: Filling Right Canvas based on Left Reference through Generalized Text-to-Image Diffusion Model}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30501}, } @inproceedings{cvpr2024_conform_22926, title = {{CONFORM: Contrast is All You Need for High-Fidelity Text-to-Image Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30787}, } @inproceedings{cvpr2024_diffusiongan3d_23212, title = {{DiffusionGAN3D: Boosting Text-guided 3D Generation and Domain Adaptation by Combining 3D GANs and Diffusion Priors}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31775}, }