| CrossRectify: Leveraging Disagreement for Semi-supervised Object Detection | Jan 26, 2022 | Objectobject-detection | CodeCode Available | 1 | 5 |
| DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection | Oct 2, 2023 | Novel Object DetectionObject | CodeCode Available | 1 | 5 |
| DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation | Jan 2, 2024 | Domain AdaptationPseudo Label | 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 |
| Reliable Student: Addressing Noise in Semi-Supervised 3D Object Detection | Apr 27, 2024 | 3D Object Detectionobject-detection | 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 |
| Learning from Future: A Novel Self-Training Framework for Semantic Segmentation | Sep 15, 2022 | Pseudo LabelSemantic 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 |
| CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection | Dec 1, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenes | Oct 12, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Rethinking Multiple Instance Learning for Whole Slide Image Classification: A Good Instance Classifier is All You Need | Jul 5, 2023 | AllClassification | CodeCode Available | 1 | 5 |
| Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning | May 4, 2023 | Multi-Label LearningPseudo Label | CodeCode Available | 1 | 5 |
| Field Extraction from Forms with Unlabeled Data | Oct 8, 2021 | Pseudo Label | CodeCode Available | 1 | 5 |
| Revisiting and Maximizing Temporal Knowledge in Semi-supervised Semantic Segmentation | May 31, 2024 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 | 5 |
| Robust Source-Free Domain Adaptation for Fundus Image Segmentation | Oct 25, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 1 | 5 |
| From Semi-supervised to Omni-supervised Room Layout Estimation Using Point Clouds | Jan 31, 2023 | Motion PlanningPseudo Label | CodeCode Available | 1 | 5 |
| From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation | Mar 27, 2021 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Selective Pseudo-label Clustering | Jul 22, 2021 | ClusteringImage Clustering | CodeCode Available | 1 | 5 |
| A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection | Oct 26, 2023 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | 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 |
| Enhancing Close-up Novel View Synthesis via Pseudo-labeling | Mar 20, 2025 | 3DGSNeRF | 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 |
| Group-aware Label Transfer for Domain Adaptive Person Re-identification | Mar 23, 2021 | AttributeClustering | CodeCode Available | 1 | 5 |
| Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix | Dec 13, 2023 | Autonomous DrivingData Augmentation | CodeCode Available | 1 | 5 |
| Implicit Class-Conditioned Domain Alignment for Unsupervised Domain Adaptation | Jun 9, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection using Eight Million Samples Labeled with Imprecise Arrhythmia Alarms | Nov 7, 2022 | Atrial Fibrillation DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Entailment as Robust Self-Learner | May 26, 2023 | Multi-class ClassificationNatural Language Understanding | CodeCode Available | 1 | 5 |
| STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal Classification | Mar 8, 2025 | DisentanglementPseudo Label | CodeCode Available | 1 | 5 |
| SAT: Improving Semi-Supervised Text Classification with Simple Instance-Adaptive Self-Training | Oct 23, 2022 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 | 5 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | CodeCode Available | 1 | 5 |
| QUEST: Quality-aware Semi-supervised Table Extraction for Business Documents | Jun 17, 2025 | Pseudo LabelTable Extraction | CodeCode Available | 0 | 5 |
| Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain Adaptation | Dec 7, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| DPA: Dual Prototypes Alignment for Unsupervised Adaptation of Vision-Language Models | Aug 16, 2024 | Domain Adaptationimage-classification | CodeCode Available | 0 | 5 |
| Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification | Jul 20, 2021 | Cell DetectionPseudo Label | CodeCode Available | 0 | 5 |
| An Underwater Image Semantic Segmentation Method Focusing on Boundaries and a Real Underwater Scene Semantic Segmentation Dataset | Aug 26, 2021 | Boundary DetectionInstance Segmentation | CodeCode Available | 0 | 5 |
| Domain Adaptive Ensemble Learning | Mar 16, 2020 | Domain AdaptationDomain Generalization | CodeCode Available | 0 | 5 |
| Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware Segmentation | May 12, 2022 | Organ SegmentationPseudo Label | CodeCode Available | 0 | 5 |
| Pseudolabel guided pixels contrast for domain adaptive semantic segmentation | Jan 15, 2025 | Contrastive LearningDomain Adaptation | CodeCode Available | 0 | 5 |
| Domain Adaptation for Semantic Segmentation via Class-Balanced Self-Training | Oct 18, 2018 | Domain AdaptationPseudo Label | CodeCode Available | 0 | 5 |
| An Uncertainty-Aware Pseudo-Label Selection Framework using Regularized Conformal Prediction | Aug 30, 2023 | Conformal PredictionPseudo Label | CodeCode Available | 0 | 5 |
| Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic Segmentation | Oct 19, 2022 | Pose EstimationPseudo Label | CodeCode Available | 0 | 5 |
| Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image Segmentation | Nov 17, 2023 | DecoderImage Segmentation | CodeCode Available | 0 | 5 |
| Discriminative Representation learning via Attention-Enhanced Contrastive Learning for Short Text Clustering | Jan 7, 2025 | ClusteringContrastive Learning | CodeCode Available | 0 | 5 |
| Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object Detection | Apr 30, 2024 | 3D Object DetectionAutonomous Driving | CodeCode Available | 0 | 5 |
| DiPS: Discriminative Pseudo-Label Sampling with Self-Supervised Transformers for Weakly Supervised Object Localization | Oct 9, 2023 | ObjectObject Localization | CodeCode Available | 0 | 5 |