| Exploiting Negative Learning for Implicit Pseudo Label Rectification in Source-Free Domain Adaptive Semantic Segmentation | Jun 23, 2021 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Uncertainty Guided Collaborative Training for Weakly Supervised Temporal Action Detection | Jun 19, 2021 | Action DetectionPseudo Label | —Unverified | 0 |
| RPN Prototype Alignment for Domain Adaptive Object Detector | Jun 19, 2021 | Objectobject-detection | —Unverified | 0 |
| Self-Supervised Wasserstein Pseudo-Labeling for Semi-Supervised Image Classification | Jun 19, 2021 | Classificationimage-classification | —Unverified | 0 |
| Domain Consistency Regularization for Unsupervised Multi-source Domain Adaptive Classification | Jun 16, 2021 | ClassificationDomain Adaptation | —Unverified | 0 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 |
| A Pseudo Label-wise Attention Network for Automatic ICD Coding | Jun 12, 2021 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 |
| Leveraging Pre-trained Language Model for Speech Sentiment Analysis | Jun 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| 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 |
| Semi-Supervised Training with Pseudo-Labeling for End-to-End Neural Diarization | Jun 9, 2021 | ClusteringPseudo Label | —Unverified | 0 |
| Data Augmentation Methods for End-to-end Speech Recognition on Distant-Talk Scenarios | Jun 7, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Semi-Supervised Language Models for Identification of Personal Health Experiential from Twitter Data: A Case for Medication Effects | Jun 1, 2021 | PharmacovigilancePseudo Label | —Unverified | 0 |
| Robust Mutual Learning for Semi-supervised Semantic Segmentation | Jun 1, 2021 | Pseudo LabelSemantic Segmentation | —Unverified | 0 |
| 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 |
| Auxiliary learning induced graph convolutional networks | May 21, 2021 | Auxiliary LearningClassification | —Unverified | 0 |
| WSSOD: A New Pipeline for Weakly- and Semi-Supervised Object Detection | May 21, 2021 | object-detectionObject Detection | —Unverified | 0 |
| Pseudo Pixel-level Labeling for Images with Evolving Content | May 20, 2021 | Pseudo LabelSegmentation | —Unverified | 0 |
| Ensemble-based Semi-supervised Learning to Improve Noisy Soiling Annotations in Autonomous Driving | May 17, 2021 | Autonomous DrivingPseudo Label | —Unverified | 0 |
| Semi-Supervised Classification and Segmentation on High Resolution Aerial Images | May 16, 2021 | Classificationimage-classification | CodeCode Available | 1 |
| Unsupervised domain adaptation via double classifiers based on high confidence pseudo label | May 11, 2021 | Domain AdaptationPseudo Label | —Unverified | 0 |
| FedGL: Federated Graph Learning Framework with Global Self-Supervision | May 7, 2021 | Federated LearningGraph Learning | —Unverified | 0 |
| Deep Spherical Manifold Gaussian Kernel for Unsupervised Domain Adaptation | May 5, 2021 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Weakly Supervised Pseudo-Label assisted Learning for ALS Point Cloud Semantic Segmentation | May 5, 2021 | Point Cloud SegmentationPseudo Label | —Unverified | 0 |
| Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples | Apr 28, 2021 | Image ClassificationPseudo Label | CodeCode Available | 1 |
| Semi-supervised Superpixel-based Multi-Feature Graph Learning for Hyperspectral Image Data | Apr 27, 2021 | graph constructionGraph Learning | —Unverified | 0 |
| STRUDEL: Self-Training with Uncertainty Dependent Label Refinement across Domains | Apr 23, 2021 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Deep Music Retrieval for Fine-Grained Videos by Exploiting Cross-Modal-Encoded Voice-Overs | Apr 21, 2021 | Pseudo LabelRetrieval | CodeCode Available | 0 |
| Self-Paced Uncertainty Estimation for One-shot Person Re-Identification | Apr 19, 2021 | Person Re-IdentificationPseudo Label | —Unverified | 0 |
| Learning structure-aware semantic segmentation with image-level supervision | Apr 15, 2021 | Boundary DetectionCommon Sense Reasoning | CodeCode Available | 0 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 |
| Conditional independence for pretext task selection in Self-supervised speech representation learning | Apr 15, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | CodeCode Available | 0 |
| Unsupervised Continual Learning Via Pseudo Labels | Apr 14, 2021 | ClusteringContinual Learning | —Unverified | 0 |
| 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 |
| Pseudo-Label Guided Unsupervised Domain Adaptation of Contextual Embeddings | Apr 1, 2021 | Domain AdaptationLanguage Modeling | —Unverified | 0 |
| SimPLE: Similar Pseudo Label Exploitation for Semi-Supervised Classification | Mar 30, 2021 | ClassificationGeneral Classification | CodeCode Available | 1 |
| Adaptive Pseudo-Label Refinement by Negative Ensemble Learning for Source-Free Unsupervised Domain Adaptation | Mar 29, 2021 | Domain AdaptationEnsemble Learning | —Unverified | 0 |
| Industry Scale Semi-Supervised Learning for Natural Language Understanding | Mar 29, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation | Mar 27, 2021 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 |
| Group-aware Label Transfer for Domain Adaptive Person Re-identification | Mar 23, 2021 | AttributeClustering | CodeCode Available | 1 |
| Intra-Inter Camera Similarity for Unsupervised Person Re-Identification | Mar 22, 2021 | Person Re-IdentificationPseudo Label | CodeCode Available | 1 |
| Semi-supervised learning by selective training with pseudo labels via confidence estimation | Mar 15, 2021 | Data AugmentationPseudo Label | —Unverified | 0 |
| ST3D: Self-training for Unsupervised Domain Adaptation on 3D Object Detection | Mar 9, 2021 | 3D Object DetectionData Augmentation | CodeCode Available | 1 |
| Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification | Mar 8, 2021 | ClusteringMeta-Learning | CodeCode Available | 1 |
| Unsupervised Person Re-Identification with Multi-Label Learning Guided Self-Paced Clustering | Mar 8, 2021 | ClusteringMulti-Label Learning | —Unverified | 0 |
| Semi-supervised Left Atrium Segmentation with Mutual Consistency Training | Mar 4, 2021 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 |
| Adaptive Consistency Regularization for Semi-Supervised Transfer Learning | Mar 3, 2021 | ARCPseudo Label | CodeCode Available | 1 |