| Improving Mispronunciation Detection with Wav2vec2-based Momentum Pseudo-Labeling for Accentedness and Intelligibility Assessment | Mar 29, 2022 | Phoneme RecognitionPseudo Label | CodeCode Available | 1 |
| Target and Task specific Source-Free Domain Adaptive Image Segmentation | Mar 29, 2022 | DenoisingDomain Adaptation | CodeCode Available | 1 |
| Part-based Pseudo Label Refinement for Unsupervised Person Re-identification | Mar 28, 2022 | Person Re-IdentificationPerson Retrieval | CodeCode Available | 1 |
| Pseudo-Label Transfer from Frame-Level to Note-Level in a Teacher-Student Framework for Singing Transcription from Polyphonic Music | Mar 25, 2022 | Pseudo LabelQuantization | CodeCode Available | 1 |
| Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation | Mar 19, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Smoothing Matters: Momentum Transformer for Domain Adaptive Semantic Segmentation | Mar 15, 2022 | Domain AdaptationImage-to-Image Translation | CodeCode Available | 1 |
| Towards Unifying the Label Space for Aspect- and Sentence-based Sentiment Analysis | Mar 14, 2022 | Aspect-Based Sentiment AnalysisAspect-Based Sentiment Analysis (ABSA) | CodeCode Available | 1 |
| Weakly Supervised Temporal Action Localization via Representative Snippet Knowledge Propagation | Mar 6, 2022 | Action LocalizationPseudo Label | CodeCode Available | 1 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 |
| Class-Aware Contrastive Semi-Supervised Learning | Mar 4, 2022 | Image ClassificationPseudo Label | CodeCode Available | 1 |
| Unsupervised Domain Adaptive Salient Object Detection Through Uncertainty-Aware Pseudo-Label Learning | Feb 26, 2022 | object-detectionObject Detection | CodeCode Available | 1 |
| Predicting Out-of-Distribution Error with the Projection Norm | Feb 11, 2022 | Pseudo Labeltext-classification | CodeCode Available | 1 |
| CrossRectify: Leveraging Disagreement for Semi-supervised Object Detection | Jan 26, 2022 | Objectobject-detection | CodeCode Available | 1 |
| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Weakly-supervised continual learning for class-incremental segmentation | Jan 4, 2022 | Continual LearningPseudo Label | CodeCode Available | 1 |
| Set-Supervised Action Learning in Procedural Task Videos via Pairwise Order Consistency | Jan 1, 2022 | Action LocalizationAction Segmentation | CodeCode Available | 1 |
| MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection | Dec 3, 2021 | object-detectionObject Detection | CodeCode Available | 1 |
| Multiple Fusion Adaptation: A Strong Framework for Unsupervised Semantic Segmentation Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| 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 |
| LoveDA: A Remote Sensing Land-Cover Dataset for Domain Adaptive Semantic Segmentation | Oct 17, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Guided Point Contrastive Learning for Semi-supervised Point Cloud Semantic Segmentation | Oct 15, 2021 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| Field Extraction from Forms with Unlabeled Data | Oct 8, 2021 | Pseudo Label | CodeCode Available | 1 |
| 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 |
| Hard-sample Guided Hybrid Contrast Learning for Unsupervised Person Re-Identification | Sep 25, 2021 | Contrastive LearningPerson Re-Identification | CodeCode Available | 1 |
| 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 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 |
| 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 |
| Rethinking Sampling Strategies for Unsupervised Person Re-identification | Jul 7, 2021 | Person Re-IdentificationPseudo Label | CodeCode Available | 1 |
| Weakly Supervised Named Entity Tagging with Learnable Logical Rules | Jul 5, 2021 | Boundary DetectionPseudo Label | CodeCode Available | 1 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| Refining Pseudo Labels with Clustering Consensus over Generations for Unsupervised Object Re-identification | Jun 11, 2021 | ClusteringPseudo Label | CodeCode Available | 1 |
| DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning | Jun 10, 2021 | imbalanced classificationPseudo Label | CodeCode Available | 1 |
| Unsupervised Action Segmentation by Joint Representation Learning and Online Clustering | May 27, 2021 | Action SegmentationClustering | CodeCode Available | 1 |
| Unsupervised Visual Representation Learning by Online Constrained K-Means | May 24, 2021 | ClusteringContrastive Learning | CodeCode Available | 1 |
| Semi-Supervised Classification and Segmentation on High Resolution Aerial Images | May 16, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples | Apr 28, 2021 | Image ClassificationPseudo Label | CodeCode Available | 1 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Weakly Supervised Video Salient Object Detection | Apr 6, 2021 | Objectobject-detection | CodeCode Available | 1 |
| Learning from Self-Discrepancy via Multiple Co-teaching for Cross-Domain Person Re-Identification | Apr 6, 2021 | ClusteringDomain Adaptation | CodeCode Available | 1 |
| MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection | Apr 4, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | CodeCode Available | 1 |
| SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification | Mar 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation | Mar 27, 2021 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 |