| Anatomical Invariance Modeling and Semantic Alignment for Self-supervised Learning in 3D Medical Image Analysis | Feb 11, 2023 | Contrastive LearningImage Segmentation | CodeCode Available | 1 |
| Exploring Semantic Consistency and Style Diversity for Domain Generalized Semantic Segmentation | Dec 16, 2024 | DiversitySemantic Segmentation | CodeCode Available | 1 |
| Exploring Smoothness and Class-Separation for Semi-supervised Medical Image Segmentation | Mar 2, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Exploring the Benefits of Vision Foundation Models for Unsupervised Domain Adaptation | Jun 14, 2024 | Domain AdaptationOut-of-Distribution Generalization | CodeCode Available | 1 |
| Extending CAM-based XAI methods for Remote Sensing Imagery Segmentation | Oct 3, 2023 | Decision MakingExplainable artificial intelligence | CodeCode Available | 1 |
| Unite-Divide-Unite: Joint Boosting Trunk and Structure for High-accuracy Dichotomous Image Segmentation | Jul 26, 2023 | DecoderDichotomous Image Segmentation | CodeCode Available | 1 |
| Exploring Pre-trained Text-to-Video Diffusion Models for Referring Video Object Segmentation | Mar 18, 2024 | Referring Video Object SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Universal Adversarial Examples in Remote Sensing: Methodology and Benchmark | Feb 14, 2022 | Adversarial AttackScene Classification | CodeCode Available | 1 |
| Adaptive Early-Learning Correction for Segmentation from Noisy Annotations | Oct 7, 2021 | ClassificationMedical Image Segmentation | CodeCode Available | 1 |
| Dilated convolution with learnable spacings | Dec 7, 2021 | Image ClassificationObject Detection | CodeCode Available | 1 |
| Exploring Long-Sequence Masked Autoencoders | Oct 13, 2022 | Object DetectionSegmentation | CodeCode Available | 1 |
| Universal Semantic Segmentation for Fisheye Urban Driving Images | Jan 31, 2020 | Autonomous DrivingImage Segmentation | CodeCode Available | 1 |
| Exploring Fine-Grained Image-Text Alignment for Referring Remote Sensing Image Segmentation | Sep 20, 2024 | Image SegmentationReferring Expression | CodeCode Available | 1 |
| BoundarySqueeze: Image Segmentation as Boundary Squeezing | May 25, 2021 | Image SegmentationInstance Segmentation | CodeCode Available | 1 |
| Exploring High-quality Target Domain Information for Unsupervised Domain Adaptive Semantic Segmentation | Aug 12, 2022 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Exploring Relational Context for Multi-Task Dense Prediction | Apr 28, 2021 | Neural Architecture SearchPrediction | CodeCode Available | 1 |
| An attention-based U-Net for detecting deforestation within satellite sensor imagery | Mar 1, 2022 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Evaluating the Robustness of Semantic Segmentation for Autonomous Driving against Real-World Adversarial Patch Attacks | Aug 13, 2021 | Autonomous Drivingobject-detection | CodeCode Available | 1 |
| DilateFormer: Multi-Scale Dilated Transformer for Visual Recognition | Feb 3, 2023 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Unlocking the Potential of Ordinary Classifier: Class-Specific Adversarial Erasing Framework for Weakly Supervised Semantic Segmentation | Jan 1, 2021 | Semantic SegmentationWeakly supervised Semantic Segmentation | CodeCode Available | 1 |
| Exploring Effective Factors for Improving Visual In-Context Learning | Apr 10, 2023 | In-Context LearningMeta-Learning | CodeCode Available | 1 |
| 1st Place Solution to NeurIPS 2022 Challenge on Visual Domain Adaptation | Nov 26, 2022 | Domain AdaptationSemantic Segmentation | CodeCode Available | 1 |
| UnrealROX+: An Improved Tool for Acquiring Synthetic Data from Virtual 3D Environments | Apr 23, 2021 | Depth Estimationobject-detection | CodeCode Available | 1 |
| Exploring Data-Efficient 3D Scene Understanding with Contrastive Scene Contexts | Dec 16, 2020 | 3D Semantic SegmentationInstance Segmentation | CodeCode Available | 1 |
| UnSeg: One Universal Unlearnable Example Generator is Enough against All Image Segmentation | Oct 13, 2024 | AllBilevel Optimization | CodeCode Available | 1 |
| 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 |
