% Key papers for Diffusion models as perception tools (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{aaai2024_medsegdiff_6621, title = {{MedSegDiff-V2: Diffusion-Based Medical Image Segmentation with Transformer}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28418}, } @inproceedings{cvpr2023_ambiguous_20385, title = {{Ambiguous Medical Image Segmentation Using Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/22187}, } @inproceedings{iclr2024_universal_35319, title = {{Universal Guidance for Diffusion Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/17754}, } @inproceedings{aaai2024_anomalydiffusion_5192, title = {{AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion Model}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28696}, } @inproceedings{cvpr2020_pattern_16028, title = {{Pattern-Structure Diffusion for Multi-Task Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{aaai2022_ms_2394, title = {{MS-HGAT: Memory-Enhanced Sequential Hypergraph Attention Network for Information Diffusion Prediction}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2022}, url = {https://aaai.org/papers/04156-ms-hgat-memory-enhanced-sequential-hypergraph-attention-network-for-information-diffusion-prediction/}, } @inproceedings{iclr2024_effective_34682, title = {{Effective Data Augmentation With Diffusion Models}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18392}, } @inproceedings{cvpr2024_structure_24900, title = {{Structure Matters: Tackling the Semantic Discrepancy in Diffusion Models for Image Inpainting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29881}, } @inproceedings{cvpr2024_diffusemix_23199, title = {{DiffuseMix: Label-Preserving Data Augmentation with Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29643}, } @inproceedings{aaai2018_cosine_105747, title = {{COSINE: Community-Preserving Social Network Embedding From Information Diffusion Cascades}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2018}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/11856}, } @inproceedings{neurips2023_emergent_70044, title = {{Emergent Correspondence from Image Diffusion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/69928}, } @inproceedings{cvpr2024_ecodepth_23304, title = {{ECoDepth: Effective Conditioning of Diffusion Models for Monocular Depth Estimation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30678}, } @inproceedings{cvpr2024_satsynth_24738, title = {{SatSynth: Augmenting Image-Mask Pairs through Diffusion Models for Aerial Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31347}, } @inproceedings{neurips2023_a_69315, title = {{A Tale of Two Features: Stable Diffusion Complements DINO for Zero-Shot Semantic Correspondence}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/70585}, } @inproceedings{cvpr2024_learned_23941, title = {{Learned Representation-Guided Diffusion Models for Large-Image Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30330}, } @inproceedings{cvpr2023_class_20585, title = {{Class-Balancing Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/21734}, } @inproceedings{iclr2018_few_28667, title = {{Few-shot Autoregressive Density Estimation: Towards Learning to Learn Distributions}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2018}, url = {https://iclr.cc/virtual/2018/poster/189}, } @inproceedings{neurips2024_visual_72203, title = {{Visual Decoding and Reconstruction via EEG Embeddings with Guided Diffusion}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/95138}, } @inproceedings{aaai2025_boosting_8279, title = {{Boosting Consistency in Story Visualization with Rich-Contextual Conditional Diffusion Models}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2025}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/32728}, } @inproceedings{neurips2023_diffusion_68370, title = {{Diffusion Hyperfeatures: Searching Through Time and Space for Semantic Correspondence}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2023}, url = {https://nips.cc/virtual/2023/poster/71439}, } @inproceedings{iclr2024_diffusionsat_34103, title = {{DiffusionSat: A Generative Foundation Model for Satellite Imagery}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2024}, url = {https://iclr.cc/virtual/2024/poster/18972}, } @inproceedings{cvpr2024_diff_23173, title = {{Diff-Plugin: Revitalizing Details for Diffusion-based Low-level Tasks}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31542}, } @inproceedings{cvpr2024_it_23844, title = {{It's All About Your Sketch: Democratising Sketch Control in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30738}, } @inproceedings{aaai2024_enhancing_5854, title = {{Enhancing Multi-Scale Diffusion Prediction via Sequential Hypergraphs and Adversarial Learning}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28701}, } @inproceedings{cvpr2024_amodal_22756, title = {{Amodal Completion via Progressive Mixed Context Diffusion}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31293}, } @inproceedings{cvpr2024_sd4match_24695, title = {{SD4Match: Learning to Prompt Stable Diffusion Model for Semantic Matching}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31415}, } @inproceedings{cvpr2024_detdiffusion_23159, title = {{DetDiffusion: Synergizing Generative and Perceptive Models for Enhanced Data Generation and Perception}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31229}, } @inproceedings{cvpr2024_balancing_22819, title = {{Balancing Act: Distribution-Guided Debiasing in Diffusion Models}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29502}, } @inproceedings{aaai2024_semantic_7307, title = {{Semantic-Guided Generative Image Augmentation Method with Diffusion Models for Image Classification}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28084}, }