| Confidence-Guided Semi-supervised Learning in Land Cover Classification | May 17, 2023 | ClassificationDiversity | —Unverified | 0 |
| Integrating Multiple Sources Knowledge for Class Asymmetry Domain Adaptation Segmentation of Remote Sensing Images | May 17, 2023 | Domain AdaptationPseudo Label | —Unverified | 0 |
| High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling | May 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Unsupervised Mutual Transformer Learning for Multi-Gigapixel Whole Slide Image Classification | May 3, 2023 | Classificationimage-classification | —Unverified | 0 |
| Segment Anything is A Good Pseudo-label Generator for Weakly Supervised Semantic Segmentation | May 2, 2023 | Pseudo LabelSegmentation | —Unverified | 0 |
| An Evidential Real-Time Multi-Mode Fault Diagnosis Approach Based on Broad Learning System | Apr 29, 2023 | Fault DiagnosisPseudo Label | CodeCode Available | 0 |
| Precise Few-shot Fat-free Thigh Muscle Segmentation in T1-weighted MRI | Apr 27, 2023 | Pseudo Label | —Unverified | 0 |
| COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training | Apr 27, 2023 | Computed Tomography (CT)Medical Image Segmentation | —Unverified | 0 |
| Test-Time Adaptation with Perturbation Consistency Learning | Apr 25, 2023 | Adversarial RobustnessPseudo Label | —Unverified | 0 |
| Semi-Supervised Semantic Segmentation With Region Relevance | Apr 23, 2023 | DiversityPseudo Label | CodeCode Available | 0 |
| SMAE: Few-shot Learning for HDR Deghosting with Saturation-Aware Masked Autoencoders | Apr 14, 2023 | Few-Shot LearningPseudo Label | —Unverified | 0 |
| Unsupervised Word Segmentation Using Temporal Gradient Pseudo-Labels | Mar 30, 2023 | Pseudo LabelSegmentation | CodeCode Available | 0 |
| Ambiguity-Resistant Semi-Supervised Learning for Dense Object Detection | Mar 27, 2023 | Dense Object DetectionObject | CodeCode Available | 0 |
| Adaptive Bi-Recommendation and Self-Improving Network for Heterogeneous Domain Adaptation-Assisted IoT Intrusion Detection | Mar 25, 2023 | Domain AdaptationIntrusion Detection | —Unverified | 0 |
| Weakly-Supervised Temporal Action Localization by Inferring Salient Snippet-Feature | Mar 22, 2023 | Action LocalizationPseudo Label | CodeCode Available | 0 |
| ProtoCon: Pseudo-label Refinement via Online Clustering and Prototypical Consistency for Efficient Semi-supervised Learning | Mar 22, 2023 | Online ClusteringPseudo Label | —Unverified | 0 |
| Self-Sufficient Framework for Continuous Sign Language Recognition | Mar 21, 2023 | Pseudo LabelSign Language Recognition | —Unverified | 0 |
| Probabilistic Domain Adaptation for Biomedical Image Segmentation | Mar 21, 2023 | Domain AdaptationImage Segmentation | CodeCode Available | 0 |
| ADCNet: Learning from Raw Radar Data via Distillation | Mar 21, 2023 | Autonomous DrivingAutonomous Vehicles | —Unverified | 0 |
| Augment and Criticize: Exploring Informative Samples for Semi-Supervised Monocular 3D Object Detection | Mar 20, 2023 | 3D Object DetectionMonocular 3D Object Detection | —Unverified | 0 |
| UNREAL:Unlabeled Nodes Retrieval and Labeling for Heavily-imbalanced Node Classification | Mar 18, 2023 | Node ClassificationPseudo Label | CodeCode Available | 0 |
| Bidirectional Domain Mixup for Domain Adaptive Semantic Segmentation | Mar 17, 2023 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Calibrated Teacher for Sparsely Annotated Object Detection | Mar 14, 2023 | Objectobject-detection | CodeCode Available | 0 |
| Collision Cross-entropy for Soft Class Labels and Deep Clustering | Mar 13, 2023 | ClusteringDeep Clustering | —Unverified | 0 |
| Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution Detection | Mar 10, 2023 | Anomaly DetectionImage Captioning | CodeCode Available | 0 |
| Refined Pseudo labeling for Source-free Domain Adaptive Object Detection | Mar 7, 2023 | object-detectionObject Detection | —Unverified | 0 |
| Pseudo Labels Regularization for Imbalanced Partial-Label Learning | Mar 6, 2023 | Long-tail LearningPartial Label Learning | —Unverified | 0 |
| Pseudo-label Correction and Learning For Semi-Supervised Object Detection | Mar 6, 2023 | object-detectionObject Detection | —Unverified | 0 |
| Improving Audio-Visual Video Parsing with Pseudo Visual Labels | Mar 4, 2023 | DenoisingPseudo Label | —Unverified | 0 |
| Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic Segmentation | Mar 2, 2023 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| FedIL: Federated Incremental Learning from Decentralized Unlabeled Data with Convergence Analysis | Feb 23, 2023 | Federated LearningIncremental Learning | —Unverified | 0 |
| Uncertainty Guided Ensemble Self-Training for Semi-Supervised Global Field Reconstruction | Feb 23, 2023 | Pseudo Label | CodeCode Available | 0 |
| An ASR-free Fluency Scoring Approach with Self-Supervised Learning | Feb 20, 2023 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| Approximately Bayes-Optimal Pseudo Label Selection | Feb 17, 2023 | Additive modelsPseudo Label | —Unverified | 0 |
| Learning from Label Proportion with Online Pseudo-Label Decision by Regret Minimization | Feb 17, 2023 | Pseudo Label | CodeCode Available | 0 |
| Self-supervised Guided Hypergraph Feature Propagation for Semi-supervised Classification with Missing Node Features | Feb 16, 2023 | Pseudo Label | —Unverified | 0 |
| MSDA: Monocular Self-supervised Domain Adaptation for 6D Object Pose Estimation | Feb 14, 2023 | 6D Pose Estimation using RGBDomain Adaptation | —Unverified | 0 |
| ContrasInver: Ultra-Sparse Label Semi-supervised Regression for Multi-dimensional Seismic Inversion | Feb 13, 2023 | Contrastive LearningPseudo Label | —Unverified | 0 |
| Predicting Class Distribution Shift for Reliable Domain Adaptive Object Detection | Feb 13, 2023 | Language ModelingLanguage Modelling | CodeCode Available | 0 |
| BEST: BERT Pre-Training for Sign Language Recognition with Coupling Tokenization | Feb 10, 2023 | Pseudo LabelSign Language Recognition | —Unverified | 0 |
| Deep Graph-Level Clustering Using Pseudo-Label-Guided Mutual Information Maximization Network | Feb 5, 2023 | ClusteringGraph Classification | —Unverified | 0 |
| Graph Harmony: Denoising and Nuclear-Norm Wasserstein Adaptation for Enhanced Domain Transfer in Graph-Structured Data | Jan 29, 2023 | DenoisingDomain Adaptation | —Unverified | 0 |
| Unsupervised Domain Adaptation on Person Re-Identification via Dual-level Asymmetric Mutual Learning | Jan 29, 2023 | Domain AdaptationPerson Re-Identification | —Unverified | 0 |
| Discriminative Entropy Clustering and its Relation to K-means and SVM | Jan 26, 2023 | ClusteringDeep Clustering | —Unverified | 0 |
| Heterogeneous Domain Adaptation for IoT Intrusion Detection: A Geometric Graph Alignment Approach | Jan 24, 2023 | Domain AdaptationIntrusion Detection | —Unverified | 0 |
| When does the student surpass the teacher? Federated Semi-supervised Learning with Teacher-Student EMA | Jan 24, 2023 | Federated Learningimage-classification | —Unverified | 0 |
| Enhancing Self-Training Methods | Jan 18, 2023 | Pseudo Label | —Unverified | 0 |
| Class Enhancement Losses with Pseudo Labels for Zero-shot Semantic Segmentation | Jan 18, 2023 | Language ModelingLanguage Modelling | —Unverified | 0 |
| Rethinking Precision of Pseudo Label: Test-Time Adaptation via Complementary Learning | Jan 15, 2023 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Unsupervised Video Object Segmentation with Online Adversarial Self-Tuning | Jan 1, 2023 | ObjectPseudo Label | —Unverified | 0 |