| DDF: A Novel Dual-Domain Image Fusion Strategy for Remote Sensing Image Semantic Segmentation with Unsupervised Domain Adaptation | Mar 5, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Cross Pseudo-Labeling for Semi-Supervised Audio-Visual Source Localization | Mar 5, 2024 | Pseudo Label | —Unverified | 0 |
| RulePrompt: Weakly Supervised Text Classification with Prompting PLMs and Self-Iterative Logical Rules | Mar 5, 2024 | Pseudo Labeltext-classification | CodeCode Available | 0 |
| Learning without Exact Guidance: Updating Large-scale High-resolution Land Cover Maps from Low-resolution Historical Labels | Mar 5, 2024 | Pseudo LabelSemantic Segmentation | CodeCode Available | 2 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Towards Calibrated Deep Clustering Network | Mar 4, 2024 | ClusteringDeep Clustering | CodeCode Available | 0 |
| Semi-Supervised Semantic Segmentation Based on Pseudo-Labels: A Survey | Mar 4, 2024 | Image SegmentationPseudo Label | —Unverified | 0 |
| Pseudo-Label Calibration Semi-supervised Multi-Modal Entity Alignment | Mar 2, 2024 | AttributeContrastive Learning | —Unverified | 0 |
| Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation | Mar 2, 2024 | Auxiliary Learningimage-classification | —Unverified | 0 |
| SeMoLi: What Moves Together Belongs Together | Feb 29, 2024 | ClusteringObject | —Unverified | 0 |
| PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation Learning | Feb 27, 2024 | Learning with noisy labelsPseudo Label | CodeCode Available | 0 |
| Self Supervised Correlation-based Permutations for Multi-View Clustering | Feb 26, 2024 | ClusteringPseudo Label | —Unverified | 0 |
| Text-guided HuBERT: Self-Supervised Speech Pre-training via Generative Adversarial Networks | Feb 24, 2024 | Pseudo LabelSelf-Supervised Learning | —Unverified | 0 |
| Cross-Domain Transfer Learning with CoRTe: Consistent and Reliable Transfer from Black-Box to Lightweight Segmentation Model | Feb 20, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Gradient Alignment with Prototype Feature for Fully Test-time Adaptation | Feb 14, 2024 | Pseudo LabelTest-time Adaptation | —Unverified | 0 |
| Domain Adaptation Using Pseudo Labels | Feb 9, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| RESMatch: Referring Expression Segmentation in a Semi-Supervised Manner | Feb 8, 2024 | Image SegmentationPseudo Label | —Unverified | 0 |
| Pseudo-labelling meets Label Smoothing for Noisy Partial Label Learning | Feb 7, 2024 | Partial Label LearningPseudo Label | —Unverified | 0 |
| Deep Supervision by Gaussian Pseudo-label-based Morphological Attention for Abdominal Aorta Segmentation in Non-Contrast CTs | Feb 4, 2024 | Deep LearningPseudo Label | —Unverified | 0 |
| Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReID | Feb 1, 2024 | Person Re-IdentificationPseudo Label | CodeCode Available | 0 |
| CNG-SFDA:Clean-and-Noisy Region Guided Online-Offline Source-Free Domain Adaptation | Jan 26, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 0 |
| Inconsistency Masks: Removing the Uncertainty from Input-Pseudo-Label Pairs | Jan 25, 2024 | Image SegmentationLesion Segmentation | CodeCode Available | 1 |
| MORPH: Towards Automated Concept Drift Adaptation for Malware Detection | Jan 23, 2024 | Active LearningMalware Detection | —Unverified | 0 |
| SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation | Jan 22, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 |
| Self-Labeling the Job Shop Scheduling Problem | Jan 22, 2024 | Job Shop SchedulingPseudo Label | CodeCode Available | 1 |
| Adaptive Global-Local Representation Learning and Selection for Cross-Domain Facial Expression Recognition | Jan 20, 2024 | Cross-Domain Facial Expression RecognitionFacial Expression Recognition | CodeCode Available | 0 |
| CPCL: Cross-Modal Prototypical Contrastive Learning for Weakly Supervised Text-based Person Re-Identification | Jan 18, 2024 | Contrastive LearningPerson Re-Identification | CodeCode Available | 0 |
| P^2OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering | Jan 17, 2024 | ClusteringDeep Clustering | CodeCode Available | 1 |
| Augmenting Ground-Level PM2.5 Prediction via Kriging-Based Pseudo-Label Generation | Jan 16, 2024 | Data AugmentationPseudo Label | —Unverified | 0 |
| Unsupervised multi-source domain adaptation for person re-identification via feature fusion and pseudo-label refinement | Jan 15, 2024 | Domain AdaptationPerson Re-Identification | —Unverified | 0 |
| Class-Imbalanced Semi-Supervised Learning for Large-Scale Point Cloud Semantic Segmentation via Decoupling Optimization | Jan 13, 2024 | Pseudo LabelRepresentation Learning | —Unverified | 0 |
| Multi-Memory Matching for Unsupervised Visible-Infrared Person Re-Identification | Jan 12, 2024 | ClusteringPerson Re-Identification | CodeCode Available | 2 |
| Dual-Perspective Knowledge Enrichment for Semi-Supervised 3D Object Detection | Jan 10, 2024 | 3D Object DetectionData Augmentation | CodeCode Available | 0 |
| Uncertainty-aware Sampling for Long-tailed Semi-supervised Learning | Jan 9, 2024 | Pseudo Label | CodeCode Available | 0 |
| Self-supervised Reflective Learning through Self-distillation and Online Clustering for Speaker Representation Learning | Jan 3, 2024 | ClusteringKnowledge Distillation | —Unverified | 0 |
| DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation | Jan 2, 2024 | Domain AdaptationPseudo Label | CodeCode Available | 1 |
| Data-Free Quantization via Pseudo-label Filtering | Jan 1, 2024 | Data Free QuantizationModel Compression | —Unverified | 0 |
| Uncertainty-Guided Never-Ending Learning to Drive | Jan 1, 2024 | Autonomous DrivingContinual Learning | —Unverified | 0 |
| Improved Self-Training for Test-Time Adaptation | Jan 1, 2024 | Model OptimizationPseudo Label | CodeCode Available | 0 |
| PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance | Dec 28, 2023 | Bayesian OptimizationPseudo Label | CodeCode Available | 0 |
| SSFlowNet: Semi-supervised Scene Flow Estimation On Point Clouds With Pseudo Label | Dec 23, 2023 | Pseudo LabelScene Flow Estimation | —Unverified | 0 |
| Pixel-Level Change Detection Pseudo-Label Learning for Remote Sensing Change Captioning | Dec 23, 2023 | Change DetectionPseudo Label | CodeCode Available | 0 |
| Federated Continual Novel Class Learning | Dec 21, 2023 | Federated LearningNovel Class Discovery | —Unverified | 0 |
| Few-Shot Learning from Augmented Label-Uncertain Queries in Bongard-HOI | Dec 17, 2023 | DiversityFew-Shot Learning | —Unverified | 0 |
| Not Every Side Is Equal: Localization Uncertainty Estimation for Semi-Supervised 3D Object Detection | Dec 16, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 |
| Student as an Inherent Denoiser of Noisy Teacher | Dec 15, 2023 | Knowledge DistillationLanguage Modeling | —Unverified | 0 |
| Pixel-Superpixel Contrastive Learning and Pseudo-Label Correction for Hyperspectral Image Clustering | Dec 15, 2023 | ClusteringContrastive Learning | —Unverified | 0 |
| Semi-supervised Semantic Segmentation Meets Masked Modeling:Fine-grained Locality Learning Matters in Consistency Regularization | Dec 14, 2023 | image-classificationImage Classification | —Unverified | 0 |
| Semi-Supervised Class-Agnostic Motion Prediction with Pseudo Label Regeneration and BEVMix | Dec 13, 2023 | Autonomous DrivingData Augmentation | CodeCode Available | 1 |
| Taking it further: leveraging pseudo labels for field delineation across label-scarce smallholder regions | Dec 12, 2023 | Domain AdaptationPseudo Label | —Unverified | 0 |