| Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning | May 4, 2023 | Multi-Label LearningPseudo Label | CodeCode Available | 1 | 5 |
| Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation | Apr 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding | Jan 1, 2023 | DescriptiveObject | CodeCode Available | 1 | 5 |
| Language-conditioned Detection Transformer | Nov 29, 2023 | Pseudo Label | CodeCode Available | 1 | 5 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning | May 22, 2025 | Pseudo Label | CodeCode Available | 1 | 5 |
| Confident Anchor-Induced Multi-Source Free Domain Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Confident Sinkhorn Allocation for Pseudo-Labeling | Jun 13, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation | Jan 1, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 | 5 |
| ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization | Aug 18, 2022 | Pseudo Label | CodeCode Available | 1 | 5 |
| CoNMix for Source-free Single and Multi-target Domain Adaptation | Nov 7, 2022 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification | Jan 1, 2023 | Person Re-IdentificationPseudo Label | CodeCode Available | 1 | 5 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation | Dec 17, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection | Apr 4, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 | 5 |
| Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection | Nov 30, 2021 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation | Aug 15, 2023 | DenoisingDomain Adaptation | CodeCode Available | 1 | 5 |
| Enhancing and Adapting in the Clinic: Source-free Unsupervised Domain Adaptation for Medical Image Enhancement | Dec 3, 2023 | Domain AdaptationImage Enhancement | CodeCode Available | 1 | 5 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 | 5 |
| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Class-Aware Contrastive Semi-Supervised Learning | Mar 4, 2022 | Image ClassificationPseudo Label | CodeCode Available | 1 | 5 |
| CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection | Dec 1, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors | Mar 12, 2024 | ObjectPseudo Label | CodeCode Available | 1 | 5 |
| Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene | Jul 11, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Contrastive Mean Teacher for Domain Adaptive Object Detectors | May 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | CodeCode Available | 1 | 5 |
| ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model | Jun 16, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | CodeCode Available | 1 | 5 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification | Dec 16, 2020 | ClusteringDomain Adaptive Person Re-Identification | CodeCode Available | 1 | 5 |
| Field Extraction from Forms with Unlabeled Data | Oct 8, 2021 | Pseudo Label | CodeCode Available | 1 | 5 |
| Optimization-Free Test-Time Adaptation for Cross-Person Activity Recognition | Oct 28, 2023 | Activity RecognitionComputational Efficiency | CodeCode Available | 1 | 5 |
| Part-based Pseudo Label Refinement for Unsupervised Person Re-identification | Mar 28, 2022 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 1 | 5 |
| FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity | Jun 27, 2024 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification | Dec 25, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation | Apr 5, 2023 | Data AugmentationKnowledge Distillation | CodeCode Available | 1 | 5 |
| FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation | Apr 7, 2024 | Data AugmentationDomain Adaptation | CodeCode Available | 1 | 5 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 | 5 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 | 5 |
| 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 | 5 |
| Gradual Source Domain Expansion for Unsupervised Domain Adaptation | Nov 16, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network | Feb 20, 2023 | Generative Adversarial NetworkPseudo Label | CodeCode Available | 1 | 5 |
| DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training | Jul 12, 2024 | Image GenerationObject | CodeCode Available | 1 | 5 |
| Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation | Aug 15, 2024 | Pseudo Label | CodeCode Available | 1 | 5 |
| Learning from Future: A Novel Self-Training Framework for Semantic Segmentation | Sep 15, 2022 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 | 5 |
