| UPL-SFDA: Uncertainty-aware Pseudo Label Guided Source-Free Domain Adaptation for Medical Image Segmentation | Sep 19, 2023 | Brain SegmentationDomain Adaptation | CodeCode Available | 1 |
| Towards Generic Image Manipulation Detection with Weakly-Supervised Self-Consistency Learning | Sep 3, 2023 | Image ManipulationImage Manipulation Detection | CodeCode Available | 1 |
| SUMMIT: Source-Free Adaptation of Uni-Modal Models to Multi-Modal Targets | Aug 23, 2023 | Autonomous NavigationPseudo Label | CodeCode Available | 1 |
| DealMVC: Dual Contrastive Calibration for Multi-view Clustering | Aug 17, 2023 | ClusteringPseudo Label | CodeCode Available | 1 |
| Task Relation Distillation and Prototypical Pseudo Label for Incremental Named Entity Recognition | Aug 17, 2023 | Incremental Learningnamed-entity-recognition | CodeCode Available | 1 |
| Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation | Aug 15, 2023 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Pseudo-label Alignment for Semi-supervised Instance Segmentation | Aug 10, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 |
| Digging Into Uncertainty-based Pseudo-label for Robust Stereo Matching | Jul 31, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 |
| 3D Medical Image Segmentation with Sparse Annotation via Cross-Teaching between 3D and 2D Networks | Jul 30, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Improving Semi-Supervised Semantic Segmentation with Dual-Level Siamese Structure Network | Jul 26, 2023 | Contrastive LearningPseudo Label | CodeCode Available | 1 |
| Towards Unifying Anatomy Segmentation: Automated Generation of a Full-body CT Dataset via Knowledge Aggregation and Anatomical Guidelines | Jul 25, 2023 | AnatomyPseudo Label | CodeCode Available | 1 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Semi-DETR: Semi-Supervised Object Detection with Detection Transformers | Jul 16, 2023 | Objectobject-detection | CodeCode Available | 1 |
| Histopathology Whole Slide Image Analysis with Heterogeneous Graph Representation Learning | Jul 9, 2023 | AttributeGraph Representation Learning | CodeCode Available | 1 |
| Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need | Jul 5, 2023 | AllClassification | CodeCode Available | 1 |
| Semi-supervised Learning from Street-View Images and OpenStreetMap for Automatic Building Height Estimation | Jul 5, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| MAE-GEBD:Winning the CVPR'2023 LOVEU-GEBD Challenge | Jun 27, 2023 | Boundary DetectionGeneric Event Boundary Detection | CodeCode Available | 1 |
| ST-PINN: A Self-Training Physics-Informed Neural Network for Partial Differential Equations | Jun 15, 2023 | Pseudo LabelSelf-Learning | CodeCode Available | 1 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | CodeCode Available | 1 |
| S^2ME: Spatial-Spectral Mutual Teaching and Ensemble Learning for Scribble-supervised Polyp Segmentation | Jun 1, 2023 | Ensemble LearningImage Segmentation | CodeCode Available | 1 |
| ReConPatch : Contrastive Patch Representation Learning for Industrial Anomaly Detection | May 26, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Entailment as Robust Self-Learner | May 26, 2023 | Multi-class ClassificationNatural Language Understanding | CodeCode Available | 1 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 |
| S-CLIP: Semi-supervised Vision-Language Learning using Few Specialist Captions | May 23, 2023 | Contrastive LearningImage-text Retrieval | CodeCode Available | 1 |
| PIEClass: Weakly-Supervised Text Classification with Prompting and Noise-Robust Iterative Ensemble Training | May 23, 2023 | Pseudo LabelSentiment Analysis | CodeCode Available | 1 |
| SAD: Semi-Supervised Anomaly Detection on Dynamic Graphs | May 23, 2023 | Anomaly DetectionContrastive Learning | CodeCode Available | 1 |
| Robust Representation Learning with Reliable Pseudo-labels Generation via Self-Adaptive Optimal Transport for Short Text Clustering | May 23, 2023 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Rethinking Semi-supervised Learning with Language Models | May 22, 2023 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| Segment Anything Model (SAM) Enhanced Pseudo Labels for Weakly Supervised Semantic Segmentation | May 9, 2023 | ObjectPseudo Label | CodeCode Available | 1 |
| Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning | May 4, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Contrastive Mean Teacher for Domain Adaptive Object Detectors | May 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 |
| Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning | May 4, 2023 | Multi-Label LearningPseudo Label | CodeCode Available | 1 |
| An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems | May 2, 2023 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 |
| Improving Weakly Supervised Temporal Action Localization by Bridging Train-Test Gap in Pseudo Labels | Apr 17, 2023 | Action LocalizationPseudo Label | CodeCode Available | 1 |
| Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation | Apr 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| SOOD: Towards Semi-Supervised Oriented Object Detection | Apr 10, 2023 | Objectobject-detection | CodeCode Available | 1 |
| DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation | Apr 5, 2023 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 |
| ScarceNet: Animal Pose Estimation with Scarce Annotations | Mar 27, 2023 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 |
| You Only Need One Thing One Click: Self-Training for Weakly Supervised 3D Scene Understanding | Mar 26, 2023 | 3D Instance SegmentationInstance Segmentation | CodeCode Available | 1 |
| Two-shot Video Object Segmentation | Mar 21, 2023 | ObjectPseudo Label | CodeCode Available | 1 |
| Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data | Mar 20, 2023 | AllPseudo Label | CodeCode Available | 1 |
| Less is More: Reducing Task and Model Complexity for 3D Point Cloud Semantic Segmentation | Mar 20, 2023 | 3D Semantic SegmentationAutonomous Driving | CodeCode Available | 1 |
| MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection | Mar 16, 2023 | Objectobject-detection | CodeCode Available | 1 |
| DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object Detection | Mar 9, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module | Mar 8, 2023 | 2D Human Pose EstimationPose Estimation | CodeCode Available | 1 |
| Knowledge Restore and Transfer for Multi-label Class-Incremental Learning | Feb 26, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 1 |
| Towards End-to-end Semi-supervised Learning for One-stage Object Detection | Feb 22, 2023 | object-detectionObject Detection | CodeCode Available | 1 |
| Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network | Feb 20, 2023 | Generative Adversarial NetworkPseudo Label | CodeCode Available | 1 |
