| Unsupervised BatchNorm Adaptation (UBNA): A Domain Adaptation Method for Semantic Segmentation Without Using Source Domain Representations | Nov 17, 2020 | Domain AdaptationSegmentation | CodeCode Available | 1 |
| Exploring Event-driven Dynamic Context for Accident Scene Segmentation | Dec 9, 2021 | Scene SegmentationSegmentation | CodeCode Available | 1 |
| DINOv2 based Self Supervised Learning For Few Shot Medical Image Segmentation | Mar 5, 2024 | Image SegmentationMedical Image Analysis | CodeCode Available | 1 |
| Exploring Consistency in Cross-Domain Transformer for Domain Adaptive Semantic Segmentation | Nov 27, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Unsupervised Continual Semantic Adaptation through Neural Rendering | Nov 25, 2022 | Domain AdaptationNeRF | CodeCode Available | 1 |
| Unsupervised Domain Adaptation in Semantic Segmentation via Orthogonal and Clustered Embeddings | Nov 25, 2020 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| Unsupervised domain adaptation semantic segmentation of high-resolution remote sensing imagery with invariant domain-level prototype memory | Aug 16, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| DIOD: Self-Distillation Meets Object Discovery | Jan 1, 2024 | Instance SegmentationKnowledge Distillation | CodeCode Available | 1 |
| Boosting Active Learning via Improving Test Performance | Dec 10, 2021 | Active LearningElectron Tomography | CodeCode Available | 1 |
| An Auto-Encoder Strategy for Adaptive Image Segmentation | Apr 29, 2020 | Image SegmentationRepresentation Learning | CodeCode Available | 1 |
| Directional Connectivity-based Segmentation of Medical Images | Mar 31, 2023 | DisentanglementImage Segmentation | CodeCode Available | 1 |
| Directional Deep Embedding and Appearance Learning for Fast Video Object Segmentation | Feb 17, 2020 | GPUOne-shot visual object segmentation | CodeCode Available | 1 |
| 3D Weakly Supervised Semantic Segmentation with 2D Vision-Language Guidance | Jul 13, 2024 | 3D Semantic SegmentationLanguage Modelling | CodeCode Available | 1 |
| Dirichlet-based Uncertainty Calibration for Active Domain Adaptation | Feb 27, 2023 | Active LearningDomain Adaptation | CodeCode Available | 1 |
| Unsupervised Learning of Object-Centric Embeddings for Cell Instance Segmentation in Microscopy Images | Oct 12, 2023 | Instance SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Improving Object-centric Learning with Query Optimization | Oct 17, 2022 | Image SegmentationObject | CodeCode Available | 1 |
| Unsupervised Object Localization: Observing the Background to Discover Objects | Dec 15, 2022 | Instance SegmentationObject | CodeCode Available | 1 |
| Unsupervised Salient Object Detection with Spectral Cluster Voting | Mar 23, 2022 | ClusteringObject | CodeCode Available | 1 |
| Unsupervised Scene Adaptation with Memory Regularization in vivo | Dec 24, 2019 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| Exploring Cross-Image Pixel Contrast for Semantic Segmentation | Jan 28, 2021 | Metric LearningOptical Character Recognition (OCR) | CodeCode Available | 1 |
| SERE: Exploring Feature Self-relation for Self-supervised Transformer | Jun 10, 2022 | RelationSelf-Supervised Learning | CodeCode Available | 1 |
| Unsupervised Semantic Segmentation with Self-supervised Object-centric Representations | Jul 11, 2022 | ClusteringObject | CodeCode Available | 1 |
| Discovering Object Masks with Transformers for Unsupervised Semantic Segmentation | Jun 13, 2022 | ObjectSegmentation | CodeCode Available | 1 |
| Adaptive Frequency Enhancement Network for Remote Sensing Image Semantic Segmentation | Apr 3, 2025 | Semantic Segmentation | CodeCode Available | 1 |
| Exploring Robustness of Unsupervised Domain Adaptation in Semantic Segmentation | May 23, 2021 | Domain AdaptationSegmentation | CodeCode Available | 1 |
