| Leveraging Hidden Positives for Unsupervised Semantic Segmentation | Mar 27, 2023 | Contrastive LearningSemantic Segmentation | CodeCode Available | 1 |
| CrOC: Cross-View Online Clustering for Dense Visual Representation Learning | Mar 23, 2023 | ClusteringOnline Clustering | CodeCode Available | 1 |
| PointDC: Unsupervised Semantic Segmentation of 3D Point Clouds via Cross-Modal Distillation and Super-Voxel Clustering | Jan 1, 2023 | ClusteringSegmentation | CodeCode Available | 1 |
| Unsupervised Object Localization: Observing the Background to Discover Objects | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Peekaboo: Text to Image Diffusion Models are Zero-Shot Segmentors | Nov 23, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Perceptual Grouping in Contrastive Vision-Language Models | Oct 18, 2022 | Object LocalizationRepresentation Learning | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 |
| ReCo: Retrieve and Co-segment for Zero-shot Transfer | Jun 14, 2022 | RetrievalSegmentation | CodeCode Available | 1 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| SERE: Exploring Feature Self-relation for Self-supervised Transformer | Jun 10, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| Self-Supervised Visual Representation Learning with Semantic Grouping | May 30, 2022 | Contrastive LearningInstance Segmentation | CodeCode Available | 1 |
| Self-Supervised Learning of Object Parts for Semantic Segmentation | Apr 27, 2022 | Community DetectionImage Segmentation | CodeCode Available | 1 |
| Unsupervised Hierarchical Semantic Segmentation with Multiview Cosegmentation and Clustering Transformers | Apr 25, 2022 | ClusteringSegmentation | CodeCode Available | 1 |
| Dense Siamese Network for Dense Unsupervised Learning | Mar 21, 2022 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 1 |
| Drive&Segment: Unsupervised Semantic Segmentation of Urban Scenes via Cross-modal Distillation | Mar 21, 2022 | Image SegmentationSegmentation | CodeCode Available | 1 |
| Attention-based Transformation from Latent Features to Point Clouds | Dec 10, 2021 | Point Cloud CompletionPoint Cloud Generation | CodeCode Available | 1 |
| TransFGU: A Top-down Approach to Fine-Grained Unsupervised Semantic Segmentation | Dec 2, 2021 | SegmentationSelf-Supervised Learning | CodeCode Available | 1 |
| Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Semantic-Guided Zero-Shot Learning for Low-Light Image/Video Enhancement | Oct 3, 2021 | Image EnhancementLow-Light Image Enhancement | CodeCode Available | 1 |
| Unsupervised Portrait Shadow Removal via Generative Priors | Aug 7, 2021 | Shadow RemovalUnsupervised Semantic Segmentation | CodeCode Available | 1 |
| Large-scale Unsupervised Semantic Segmentation | Jun 6, 2021 | DiversityRepresentation Learning | CodeCode Available | 1 |
| PiCIE: Unsupervised Semantic Segmentation using Invariance and Equivariance in Clustering | Mar 30, 2021 | ClusteringInductive Bias | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation by Contrasting Object Mask Proposals | Feb 11, 2021 | ClusteringObject | CodeCode Available | 1 |
| Autoregressive Unsupervised Image Segmentation | Jul 16, 2020 | ClusteringImage Segmentation | CodeCode Available | 1 |
| Rectifying Pseudo Label Learning via Uncertainty Estimation for Domain Adaptive Semantic Segmentation | Mar 8, 2020 | Domain AdaptationPrediction | CodeCode Available | 1 |
