| Confident Anchor-Induced Multi-Source Free Domain Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection | Nov 30, 2021 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 |
| SLA^2P: Self-supervised Anomaly Detection with Adversarial Perturbation | Nov 25, 2021 | Anomaly DetectionPseudo Label | CodeCode Available | 1 |
| Extreme Multi-label Text Classification with Pseudo Label Descriptions | Nov 16, 2021 | ClassificationMulti Label Text Classification | —Unverified | 0 |
| LOPS: Learning Order Inspired Pseudo-Label Selection for Weakly Supervised Text Classification | Nov 16, 2021 | MemorizationPseudo Label | —Unverified | 0 |
| Response-based Distillation for Incremental Object Detection | Oct 26, 2021 | Incremental LearningKnowledge Distillation | —Unverified | 0 |
| Uncertainty-Aware Semi-Supervised Few Shot Segmentation | Oct 18, 2021 | Pseudo LabelSegmentation | —Unverified | 0 |
| LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation | Oct 17, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Pseudo-label refinement using superpixels for semi-supervised brain tumour segmentation | Oct 16, 2021 | Pseudo LabelSuperpixels | —Unverified | 0 |
| Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation | Oct 15, 2021 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| The Rich Get Richer: Disparate Impact of Semi-Supervised Learning | Oct 12, 2021 | FairnessPseudo Label | CodeCode Available | 0 |
| Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization | Oct 10, 2021 | Domain GeneralizationPseudo Label | —Unverified | 0 |
| Unsupervised Representation Learning Meets Pseudo-Label Supervised Self-Distillation: A New Approach to Rare Disease Classification | Oct 9, 2021 | ClassificationFew-Shot Learning | CodeCode Available | 0 |
| TSK Fuzzy System Towards Few Labeled Incomplete Multi-View Data Classification | Oct 8, 2021 | ImputationMULTI-VIEW LEARNING | —Unverified | 0 |
| Field Extraction from Forms with Unlabeled Data | Oct 8, 2021 | Pseudo Label | CodeCode Available | 1 |
| Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask | Oct 8, 2021 | Pseudo LabelRepresentation Learning | —Unverified | 0 |
| Revisiting Self-Training for Few-Shot Learning of Language Model | Oct 4, 2021 | BenchmarkingFew-Shot Learning | CodeCode Available | 1 |
| Semi-Supervised Text Classification via Self-Pretraining | Sep 30, 2021 | Pseudo LabelSemi-Supervised Text Classification | CodeCode Available | 1 |
| Confidence Score Weighting Adaptation for Source-Free Unsupervised Domain Adaptation | Sep 29, 2021 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Unsupervised Domain Adaptation Via Pseudo-labels And Objectness Constraints | Sep 29, 2021 | Domain AdaptationObject | —Unverified | 0 |
| Unifying Distribution Alignment as a Loss for Imbalanced Semi-supervised Learning | Sep 29, 2021 | Pseudo Label | —Unverified | 0 |
| Scale-Invariant Teaching for Semi-Supervised Object Detection | Sep 29, 2021 | Objectobject-detection | —Unverified | 0 |
| Active Refinement for Multi-Label Learning: A Pseudo-Label Approach | Sep 29, 2021 | Active LearningMulti-Label Learning | —Unverified | 0 |
| Uncertainty-aware Mean Teacher for Source-free Unsupervised Domain Adaptive 3D Object Detection | Sep 29, 2021 | 3D Object DetectionDomain Adaptation | —Unverified | 0 |
| Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification | Sep 25, 2021 | Contrastive LearningPerson Re-Identification | CodeCode Available | 1 |
| Self-supervised Learning for Semi-supervised Temporal Language Grounding | Sep 23, 2021 | Contrastive LearningPseudo Label | —Unverified | 0 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 |
| Unsupervised domain adaptation for cross-modality liver segmentation via joint adversarial learning and self-learning | Sep 13, 2021 | Computed Tomography (CT)Domain Adaptation | CodeCode Available | 1 |
| Partially-Supervised Novel Object Captioning Leveraging Context from Paired Data | Sep 10, 2021 | Image CaptioningNovel Object Detection | —Unverified | 0 |
| Generation, augmentation, and alignment: A pseudo-source domain based method for source-free domain adaptation | Sep 9, 2021 | Domain AdaptationPseudo Label | —Unverified | 0 |
| The DKU-DukeECE System for the Self-Supervision Speaker Verification Task of the 2021 VoxCeleb Speaker Recognition Challenge | Sep 7, 2021 | Pseudo LabelRepresentation Learning | —Unverified | 0 |
| 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 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| Pseudo-Label Generation-Evaluation Framework For Cross Domain Weakly Supervised Object Detection | Aug 23, 2021 | object-detectionObject Detection | —Unverified | 0 |
| SemiFed: Semi-supervised Federated Learning with Consistency and Pseudo-Labeling | Aug 21, 2021 | Data AugmentationFederated Learning | —Unverified | 0 |
| ST3D++: Denoised Self-training for Unsupervised Domain Adaptation on 3D Object Detection | Aug 15, 2021 | 3D Object DetectionData Augmentation | —Unverified | 0 |
| On the Robustness of Domain Adaption to Adversarial Attacks | Aug 4, 2021 | Adversarial AttackDomain Adaptation | —Unverified | 0 |
| Adaptive Affinity Loss and Erroneous Pseudo-Label Refinement for Weakly Supervised Semantic Segmentation | Aug 3, 2021 | Pseudo LabelSegmentation | —Unverified | 0 |
| Shallow Feature Matters for Weakly Supervised Object Localization | Aug 2, 2021 | ObjectObject Localization | CodeCode Available | 1 |
| SimROD: A Simple Adaptation Method for Robust Object Detection | Jul 28, 2021 | Domain AdaptationObject | CodeCode Available | 1 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 |
| Selective Pseudo-label Clustering | Jul 22, 2021 | ClusteringImage Clustering | CodeCode Available | 1 |
| Weakly Supervised Global-Local Feature Learning for Cervical Cytology Image Analysis | Jul 20, 2021 | Pseudo Label | —Unverified | 0 |
| Cell Detection from Imperfect Annotation by Pseudo Label Selection Using P-classification | Jul 20, 2021 | Cell DetectionPseudo Label | CodeCode Available | 0 |
| Exploiting Image Translations via Ensemble Self-Supervised Learning for Unsupervised Domain Adaptation | Jul 13, 2021 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Superpoint-guided Semi-supervised Semantic Segmentation of 3D Point Clouds | Jul 8, 2021 | Point Cloud SegmentationPseudo Label | —Unverified | 0 |
| Rethinking Sampling Strategies for Unsupervised Person Re-identification | Jul 7, 2021 | Person Re-IdentificationPseudo Label | CodeCode Available | 1 |
| An Ensemble Noise-Robust K-fold Cross-Validation Selection Method for Noisy Labels | Jul 6, 2021 | Pseudo Labeltext-classification | —Unverified | 0 |
| Weakly Supervised Named Entity Tagging with Learnable Logical Rules | Jul 5, 2021 | Boundary DetectionPseudo Label | CodeCode Available | 1 |
| Generative Self-training for Cross-domain Unsupervised Tagged-to-Cine MRI Synthesis | Jun 23, 2021 | Domain AdaptationImage Generation | —Unverified | 0 |