% Key papers for Interactive and referring segmentation (scime atlas, https://atlas.scime.ai). Authors are not included: add them from the paper pages. @inproceedings{cvpr2016_the_11924, title = {{The SYNTHIA Dataset: A Large Collection of Synthetic Images for Semantic Segmentation of Urban Scenes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2016}, } @inproceedings{cvpr2020_f_15513, title = {{F-BRS: Rethinking Backpropagating Refinement for Interactive Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2019_interactive_14327, title = {{Interactive Image Segmentation via Backpropagating Refinement Scheme}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2018_interactive_13230, title = {{Interactive Image Segmentation With Latent Diversity}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Li_Interactive_Image_Segmentation_CVPR_2018_paper.html}, } @inproceedings{neurips2022_amos_65127, title = {{AMOS: A Large-Scale Abdominal Multi-Organ Benchmark for Versatile Medical Image Segmentation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2022}, url = {https://nips.cc/virtual/2022/poster/55771}, } @inproceedings{cvpr2023_gres_21050, title = {{GRES: Generalized Referring Expression Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23038}, } @inproceedings{cvpr2021_dodnet_16895, title = {{DoDNet: Learning To Segment Multi-Organ and Tumors From Multiple Partially Labeled Datasets}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_interactive_15701, title = {{Interactive Image Segmentation With First Click Attention}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2018_dynamic_13049, title = {{Dynamic-Structured Semantic Propagation Network}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Liang_Dynamic-Structured_Semantic_Propagation_CVPR_2018_paper.html}, } @inproceedings{cvpr2021_learning_17261, title = {{Learning Calibrated Medical Image Segmentation via Multi-Rater Agreement Modeling}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2022_focalclick_18872, title = {{FocalClick: Towards Practical Interactive Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2022}, } @inproceedings{cvpr2021_locate_17364, title = {{Locate Then Segment: A Strong Pipeline for Referring Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{neurips2018_a_56805, title = {{A Probabilistic U-Net for Segmentation of Ambiguous Images}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2018}, url = {https://nips.cc/virtual/2018/poster/11671}, } @inproceedings{cvpr2023_polyformer_21894, title = {{PolyFormer: Referring Image Segmentation As Sequential Polygon Generation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2023}, url = {https://cvpr.thecvf.com/virtual/2023/poster/23173}, } @inproceedings{aaai2020_generate_103900, title = {{Generate, Segment, and Refine: Towards Generic Manipulation Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2020}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/7007}, } @inproceedings{cvpr2020_viewal_16452, title = {{ViewAL: Active Learning With Viewpoint Entropy for Semantic Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2018_anatomical_12840, title = {{Anatomical Priors in Convolutional Networks for Unsupervised Biomedical Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2018}, url = {https://openaccess.thecvf.com/content_cvpr_2018/html/Dalca_Anatomical_Priors_in_CVPR_2018_paper.html}, } @inproceedings{cvpr2019_clevr_13919, title = {{CLEVR-Ref+: Diagnosing Visual Reasoning With Referring Expressions}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2019}, } @inproceedings{cvpr2021_bottom_16666, title = {{Bottom-Up Shift and Reasoning for Referring Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2021}, } @inproceedings{cvpr2020_phrasecut_16034, title = {{PhraseCut: Language-Based Image Segmentation in the Wild}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2020}, } @inproceedings{cvpr2024_vrp_25193, title = {{VRP-SAM: SAM with Visual Reference Prompt}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30045}, } @inproceedings{aaai2024_relax_7104, title = {{Relax Image-Specific Prompt Requirement in SAM: A Single Generic Prompt for Segmenting Camouflaged Objects}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/29144}, } @inproceedings{neurips2024_segvol_70191, title = {{SegVol: Universal and Interactive Volumetric Medical Image Segmentation}}, booktitle = {Advances in Neural Information Processing Systems (NeurIPS)}, year = {2024}, url = {https://neurips.cc/virtual/2024/poster/96893}, } @inproceedings{cvpr2024_alignsam_22748, title = {{AlignSAM: Aligning Segment Anything Model to Open Context via Reinforcement Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30576}, } @inproceedings{cvpr2024_clustering_22975, title = {{Clustering Propagation for Universal Medical Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31039}, } @inproceedings{cvpr2025_segmenting_27620, title = {{Segmenting Maxillofacial Structures in CBCT Volumes}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/35175}, } @inproceedings{cvpr2024_diversified_23243, title = {{Diversified and Personalized Multi-rater Medical Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29656}, } @inproceedings{aaai2024_cfr_5336, title = {{CFR-ICL: Cascade-Forward Refinement with Iterative Click Loss for Interactive Image Segmentation}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28306}, } @inproceedings{cvpr2024_rethinking_24634, title = {{Rethinking Interactive Image Segmentation with Low Latency High Quality and Diverse Prompts}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30281}, } @inproceedings{cvpr2024_segment_24774, title = {{Segment and Caption Anything}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29271}, } @inproceedings{cvpr2024_universal_25145, title = {{Universal Segmentation at Arbitrary Granularity with Language Instruction}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29600}, } @inproceedings{aaai2024_x_7832, title = {{X-RefSeg3D: Enhancing Referring 3D Instance Segmentation via Structured Cross-Modal Graph Neural Networks}}, booktitle = {AAAI Conference on Artificial Intelligence (AAAI)}, year = {2024}, url = {https://ojs.aaai.org/index.php/AAAI/article/view/28254}, } @inproceedings{cvpr2024_regressor_24608, title = {{Regressor-Segmenter Mutual Prompt Learning for Crowd Counting}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29929}, } @inproceedings{cvpr2024_training_25074, title = {{Training Like a Medical Resident: Context-Prior Learning Toward Universal Medical Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29267}, } @inproceedings{cvpr2025_interactive_26647, title = {{Interactive Medical Image Segmentation: A Benchmark Dataset and Baseline}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32437}, } @inproceedings{cvpr2024_tyche_25097, title = {{Tyche: Stochastic In-Context Learning for Medical Image Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/30011}, } @inproceedings{cvpr2024_prpseg_24501, title = {{PrPSeg: Universal Proposition Learning for Panoramic Renal Pathology Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/29234}, } @inproceedings{cvpr2025_show_27663, title = {{Show and Segment: Universal Medical Image Segmentation via In-Context Learning}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2025}, url = {https://cvpr.thecvf.com/virtual/2025/poster/32547}, } @inproceedings{cvpr2024_graco_23637, title = {{GraCo: Granularity-Controllable Interactive Segmentation}}, booktitle = {IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)}, year = {2024}, url = {https://cvpr.thecvf.com/virtual/2024/poster/31571}, } @inproceedings{iclr2026_sam_88794, title = {{SAM 3: Segment Anything with Concepts}}, booktitle = {International Conference on Learning Representations (ICLR)}, year = {2026}, url = {https://openreview.net/forum?id=r35clVtGzw}, }