| Analysis of Semi-Supervised Methods for Facial Expression Recognition | Jul 31, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 1 | 5 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | 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 |
| Bidirectional Self-Training with Multiple Anisotropic Prototypes for Domain Adaptive Semantic Segmentation | Apr 16, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation | Apr 6, 2022 | ClusteringDomain Adaptation | 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 |
| Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data | Mar 20, 2023 | AllPseudo Label | 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 |
| Rethinking Sampling Strategies for Unsupervised Person Re-identification | Jul 7, 2021 | Person Re-IdentificationPseudo Label | CodeCode Available | 1 | 5 |
| Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification | Sep 25, 2021 | Contrastive LearningPerson Re-Identification | 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 |
| 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 |
| Bridging the Gap: Learning Pace Synchronization for Open-World Semi-Supervised Learning | Sep 21, 2023 | Novel Class DiscoveryOpen-World Semi-Supervised Learning | 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 |
| Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage Mapping | May 8, 2025 | Building Damage AssessmentChange Detection | CodeCode Available | 1 | 5 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | 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 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 | 5 |
| Adaptive Self-Training for Object Detection | Dec 7, 2022 | ObjectObject Detection | 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 |
| FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation | Apr 7, 2024 | Data AugmentationDomain Adaptation | 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 |
| Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification | Dec 16, 2020 | ClusteringDomain Adaptive Person Re-Identification | CodeCode Available | 1 | 5 |
| CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning | Mar 15, 2024 | Pseudo Label | CodeCode Available | 1 | 5 |
| Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection | Sep 28, 2022 | Action DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | 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 |
| A Coarse-to-Fine Pseudo-Labeling (C2FPL) Framework for Unsupervised Video Anomaly Detection | Oct 26, 2023 | Anomaly DetectionOne-Class Classification | CodeCode Available | 1 | 5 |
| FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity | Jun 27, 2024 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Confident Sinkhorn Allocation for Pseudo-Labeling | Jun 13, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Confident Anchor-Induced Multi-Source Free Domain Adaptation | Dec 1, 2021 | Domain AdaptationPseudo 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 |
| Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding | Jan 1, 2023 | DescriptiveObject | 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 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization | Aug 18, 2022 | Pseudo Label | CodeCode Available | 1 | 5 |
| Field Extraction from Forms with Unlabeled Data | Oct 8, 2021 | Pseudo Label | CodeCode Available | 1 | 5 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | 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 |
| Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation | Aug 15, 2023 | DenoisingDomain Adaptation | 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 |
| CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited Annotations | Jan 1, 2023 | 3D Object DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition | Jul 20, 2022 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 | 5 |
| Adversarial-Learned Loss for Domain Adaptation | Jan 4, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning | Oct 24, 2022 | Model SelectionPseudo Label | CodeCode Available | 1 | 5 |
| Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks | Nov 1, 2022 | Adversarial RobustnessPseudo Label | CodeCode Available | 1 | 5 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | 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 |
