| Weakly-Supervised Cross-Domain Adaptation for Endoscopic Lesions Segmentation | Dec 8, 2020 | Domain AdaptationPseudo Label | —Unverified | 0 |
| A Pseudo-labelling Auto-Encoder for unsupervised image classification | Dec 6, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| NUIG at SemEval-2020 Task 12: Pseudo Labelling for Offensive Content Classification | Dec 1, 2020 | Language IdentificationPseudo Label | —Unverified | 0 |
| XSYSIGMA at SemEval-2020 Task 7: Method for Predicting Headlines' Humor Based on Auxiliary Sentences with EI-BERT | Dec 1, 2020 | Data AugmentationPseudo Label | —Unverified | 0 |
| Unsupervised Domain Adaptation for Speech Recognition via Uncertainty Driven Self-Training | Nov 26, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Semi-Supervised Speech Recognition via Graph-based Temporal Classification | Oct 29, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| SlimIPL: Language-Model-Free Iterative Pseudo-Labeling | Oct 22, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound | Oct 19, 2020 | GPUImage Segmentation | —Unverified | 0 |
| CO2: Consistent Contrast for Unsupervised Visual Representation Learning | Oct 5, 2020 | Contrastive Learningimage-classification | —Unverified | 0 |
| 一种结合话语伪标签注意力的人机对话意图分类方法(A Human-machine Dialogue Intent Classification Method using Utterance Pseudo Label Attention) | Oct 1, 2020 | intent-classificationIntent Classification | —Unverified | 0 |
| Unsupervised Domain Adaptation for Person Re-Identification through Source-Guided Pseudo-Labeling | Sep 20, 2020 | Domain AdaptationMetric Learning | —Unverified | 0 |
| Webly Supervised Image Classification with Self-Contained Confidence | Aug 27, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images | Aug 19, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Unsupervised Domain Adaptation with Noise Resistible Mutual-Training for Person Re-identification | Aug 1, 2020 | ClusteringDomain Adaptation | —Unverified | 0 |
| Deep Credible Metric Learning for Unsupervised Domain Adaptation Person Re-identification | Aug 1, 2020 | Domain AdaptationMetric Learning | —Unverified | 0 |
| Semi-Supervised Learning with Data Augmentation for End-to-End ASR | Jul 27, 2020 | Data Augmentationimage-classification | —Unverified | 0 |
| Self-Loop Uncertainty: A Novel Pseudo-Label for Semi-Supervised Medical Image Segmentation | Jul 20, 2020 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |
| Self-similarity Student for Partial Label Histopathology Image Segmentation | Jul 19, 2020 | DiagnosticImage Segmentation | —Unverified | 0 |
| Weakly Supervised Instance Segmentation by Learning Annotation Consistent Instances | Jul 18, 2020 | Image-level Supervised Instance SegmentationInstance Segmentation | —Unverified | 0 |
| Uncertainty-aware Self-training for Text Classification with Few Labels | Jun 27, 2020 | General ClassificationPseudo Label | —Unverified | 0 |
| NINEPINS: Nuclei Instance Segmentation with Point Annotations | Jun 24, 2020 | Instance SegmentationPseudo Label | —Unverified | 0 |
| ACCL: Adversarial constrained-CNN loss for weakly supervised medical image segmentation | May 1, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 0 |
| SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac Signals | Apr 20, 2020 | Active LearningPseudo Label | CodeCode Available | 0 |
| Learning to Detect Important People in Unlabelled Images for Semi-supervised Important People Detection | Apr 16, 2020 | Object RecognitionPseudo Label | CodeCode Available | 0 |
| Weakly-Supervised Action Localization with Expectation-Maximization Multi-Instance Learning | Mar 31, 2020 | Action LocalizationMultiple Instance Learning | CodeCode Available | 0 |
| Density-Aware Graph for Deep Semi-Supervised Visual Recognition | Mar 30, 2020 | Pseudo Label | —Unverified | 0 |
| Domain Adaptive Ensemble Learning | Mar 16, 2020 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| A Survey on Deep Hashing Methods | Mar 4, 2020 | Deep HashingDomain Adaptation | —Unverified | 0 |
| A Robust Imbalanced SAR Image Change Detection Approach Based on Deep Difference Image and PCANet | Mar 3, 2020 | Change DetectionClustering | —Unverified | 0 |
| Semi-supervised ASR by End-to-end Self-training | Jan 24, 2020 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Unsupervised Domain Adaptation in Person re-ID via k-Reciprocal Clustering and Large-Scale Heterogeneous Environment Synthesis | Jan 14, 2020 | ClusteringDomain Adaptation | —Unverified | 0 |
| A Sample Selection Approach for Universal Domain Adaptation | Jan 14, 2020 | DiversityDomain Adaptation | —Unverified | 0 |
| Rethinking Curriculum Learning with Incremental Labels and Adaptive Compensation | Jan 13, 2020 | Data AugmentationPseudo Label | —Unverified | 0 |
| Generative Pseudo-label Refinement for Unsupervised Domain Adaptation | Jan 9, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Mutual Mean-Teaching: Pseudo Label Refinery for Unsupervised Domain Adaptation on Person Re-identification | Jan 6, 2020 | ClusteringPerson Re-Identification | —Unverified | 0 |
| WSOD with PSNet and Box Regression | Nov 26, 2019 | Objectobject-detection | —Unverified | 0 |
| Progressive Sample Mining and Representation Learning for One-Shot Person Re-identification with Adversarial Samples | Nov 2, 2019 | Person Re-IdentificationPseudo Label | CodeCode Available | 0 |
| Self-Training for End-to-End Speech Recognition | Sep 19, 2019 | DiversityLanguage Modeling | —Unverified | 0 |
| Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations | Sep 12, 2019 | Pseudo LabelTransductive Learning | CodeCode Available | 0 |
| MetaMixUp: Learning Adaptive Interpolation Policy of MixUp with Meta-Learning | Aug 27, 2019 | Data AugmentationDomain Adaptation | —Unverified | 0 |
| Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation | Aug 21, 2019 | Pseudo LabelSegmentation | —Unverified | 0 |
| Learning Navigation Subroutines from Egocentric Videos | May 29, 2019 | Computational EfficiencyPseudo Label | —Unverified | 0 |
| Structured Discriminative Tensor Dictionary Learning for Unsupervised Domain Adaptation | May 11, 2019 | Dictionary LearningDomain Adaptation | —Unverified | 0 |
| Photometric Transformer Networks and Label Adjustment for Breast Density Prediction | May 8, 2019 | PredictionPseudo Label | —Unverified | 0 |
| Transferrable Prototypical Networks for Unsupervised Domain Adaptation | Apr 25, 2019 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Deep Comprehensive Correlation Mining for Image Clustering | Apr 15, 2019 | ClusteringDeep Clustering | CodeCode Available | 0 |
| A Pseudo-Label Method for Coarse-to-Fine Multi-Label Learning with Limited Supervision | Mar 25, 2019 | Meta-LearningMulti-Label Learning | —Unverified | 0 |
| When Semi-Supervised Learning Meets Transfer Learning: Training Strategies, Models and Datasets | Dec 13, 2018 | Pseudo LabelTransfer Learning | —Unverified | 0 |
| SPLAT: Semantic Pixel-Level Adaptation Transforms for Detection | Dec 3, 2018 | Domain AdaptationPseudo Label | —Unverified | 0 |
| 3D Semi-Supervised Learning with Uncertainty-Aware Multi-View Co-Training | Nov 29, 2018 | Image SegmentationMedical Image Segmentation | —Unverified | 0 |