| Cut and Learn for Unsupervised Object Detection and Instance Segmentation | Jan 26, 2023 | Instance Segmentationobject-detection | CodeCode Available | 3 |
| Unsupervised Universal Image Segmentation | Dec 28, 2023 | Image SegmentationInstance Segmentation | CodeCode Available | 2 |
| Part2Object: Hierarchical Unsupervised 3D Instance Segmentation | Jul 14, 2024 | 3D Instance SegmentationClustering | CodeCode Available | 1 |
| PDAM: A Panoptic-Level Feature Alignment Framework for Unsupervised Domain Adaptive Instance Segmentation in Microscopy Images | Sep 11, 2020 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| Unsupervised Instance Segmentation in Microscopy Images via Panoptic Domain Adaptation and Task Re-weighting | May 5, 2020 | Domain AdaptationInstance Segmentation | CodeCode Available | 1 |
| DETReg: Unsupervised Pretraining with Region Priors for Object Detection | Jun 8, 2021 | Few-Shot LearningFew-Shot Object Detection | CodeCode Available | 1 |
| TokenCut: Segmenting Objects in Images and Videos with Self-supervised Transformer and Normalized Cut | Sep 1, 2022 | Object DiscoverySaliency Detection | —Unverified | 0 |
| Understanding Self-Supervised Features for Learning Unsupervised Instance Segmentation | Nov 24, 2023 | Instance SegmentationSegmentation | —Unverified | 0 |
| Weakly Supervised Multi-Object Tracking and Segmentation | Jan 3, 2021 | Instance SegmentationMulti-Object Tracking | —Unverified | 0 |
| A Fully Unsupervised Instance Segmentation Technique for White Blood Cell Images | Jun 26, 2023 | Blood Cell CountInstance Segmentation | —Unverified | 0 |
| CutS3D: Cutting Semantics in 3D for 2D Unsupervised Instance Segmentation | Nov 25, 2024 | Instance Segmentationobject-detection | —Unverified | 0 |
| Exemplar-FreeSOLO: Enhancing Unsupervised Instance Segmentation With Exemplars | Jan 1, 2023 | Instance SegmentationSegmentation | —Unverified | 0 |
| K-means for unsupervised instance segmentation using a self-supervised transformer | Oct 4, 2022 | Instance SegmentationObject Detection | —Unverified | 0 |
| ProMerge: Prompt and Merge for Unsupervised Instance Segmentation | Sep 27, 2024 | Instance SegmentationSemantic Segmentation | —Unverified | 0 |
| Investigating Object Compositionality in Generative Adversarial Networks | Oct 17, 2018 | Image GenerationInductive Bias | —Unverified | 0 |
| DARCNN: Domain Adaptive Region-based Convolutional Neural Network for Unsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Domain AdaptationInstance Segmentation | CodeCode Available | 0 |
| DARCNN: Domain Adaptive Region-based Convolutional Neural Network forUnsupervised Instance Segmentation in Biomedical Images | Apr 3, 2021 | Instance SegmentationMedical Image Segmentation | CodeCode Available | 0 |
