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Pseudo Label

A lightweight but very power technique for semi supervised learning

Papers

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Showing 351–400 of 956 papers

TitleStatusHype
Contrastive Learning Meets Pseudo-label-assisted Mixup Augmentation: A Comprehensive Graph Representation Framework from Local to GlobalCode0
SoQal: Selective Oracle Questioning for Consistency Based Active Learning of Cardiac SignalsCode0
Adapting Contrastive Language-Image Pretrained (CLIP) Models for Out-of-Distribution DetectionCode0
GraphLearner: Graph Node Clustering with Fully Learnable AugmentationCode0
Contrastive Credibility Propagation for Reliable Semi-Supervised LearningCode0
QUEST: Quality-aware Semi-supervised Table Extraction for Business DocumentsCode0
Pseudo-Label Noise Suppression Techniques for Semi-Supervised Semantic SegmentationCode0
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation With Implicit Neural RepresentationsCode0
Pseudo Label Refinery for Unsupervised Domain Adaptation on Cross-dataset 3D Object DetectionCode0
Pseudo-Label Guided Multi-Contrast Generalization for Non-Contrast Organ-Aware SegmentationCode0
Pseudolabel guided pixels contrast for domain adaptive semantic segmentationCode0
Reconciling a Centroid-Hypothesis Conflict in Source-Free Domain AdaptationCode0
Generative Pseudo-label Refinement for Unsupervised Domain AdaptationCode0
Pseudo-Label Generation and Various Data Augmentation for Semi-Supervised Hyperspectral Object DetectionCode0
Context Matters: Leveraging Spatiotemporal Metadata for Semi-Supervised Learning on Remote Sensing ImagesCode0
Generating Unbiased Pseudo-labels via a Theoretically Guaranteed Chebyshev Constraint to Unify Semi-supervised Classification and RegressionCode0
Pseudo-Label Enhanced Prototypical Contrastive Learning for Uniformed Intent DiscoveryCode0
Pseudo Label-Guided Data Fusion and Output Consistency for Semi-Supervised Medical Image SegmentationCode0
Generating Accurate Pseudo-labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial ActivationsCode0
Image Understands Point Cloud: Weakly Supervised 3D Semantic Segmentation via Association LearningCode0
Constrained Mean Shift Using Distant Yet Related Neighbors for Representation LearningCode0
Predicting Class Distribution Shift for Reliable Domain Adaptive Object DetectionCode0
Probabilistic Domain Adaptation for Biomedical Image SegmentationCode0
Full-Stage Pseudo Label Quality Enhancement for Weakly-supervised Temporal Action LocalizationCode0
Consistency-aware Fake Videos Detection on Short Video PlatformsCode0
Pixel-Level Change Detection Pseudo-Label Learning for Remote Sensing Change CaptioningCode0
PLReMix: Combating Noisy Labels with Pseudo-Label Relaxed Contrastive Representation LearningCode0
Progressive Sample Mining and Representation Learning for One-Shot Person Re-identification with Adversarial SamplesCode0
Performance Evaluation of Semi-supervised Learning Frameworks for Multi-Class Weed DetectionCode0
3C: Confidence-Guided Clustering and Contrastive Learning for Unsupervised Person Re-IdentificationCode0
PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process GuidanceCode0
Conflict-Aware Pseudo Labeling via Optimal Transport for Entity AlignmentCode0
FishSegSSL: A Semi-Supervised Semantic Segmentation Framework for Fish-Eye ImagesCode0
AstMatch: Adversarial Self-training Consistency Framework for Semi-Supervised Medical Image SegmentationCode0
PEPL: Precision-Enhanced Pseudo-Labeling for Fine-Grained Image Classification in Semi-Supervised LearningCode0
PIG: Prompt Images Guidance for Night-Time Scene ParsingCode0
SemiHMER: Semi-supervised Handwritten Mathematical Expression Recognition using pseudo-labelsCode0
Novel Categories Discovery Via Constraints on Empirical Prediction StatisticsCode0
MyriadAL: Active Few Shot Learning for HistopathologyCode0
Multi-Source Soft Pseudo-Label Learning with Domain Similarity-based Weighting for Semantic SegmentationCode0
Cross-client Label Propagation for Transductive and Semi-Supervised Federated LearningCode0
Conditional independence for pretext task selection in Self-supervised speech representation learningCode0
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T TrackingCode0
Semi-Supervised Domain Adaptation by Similarity based Pseudo-label InjectionCode0
Federated Incremental Named Entity RecognitionCode0
MLI-NeRF: Multi-Light Intrinsic-Aware Neural Radiance FieldsCode0
Mind the Gap: Polishing Pseudo labels for Accurate Semi-supervised Object DetectionCode0
Mining and Transferring Feature-Geometry Coherence for Unsupervised Point Cloud RegistrationCode0
Exploring the Boundaries of Semi-Supervised Facial Expression Recognition using In-Distribution, Out-of-Distribution, and Unconstrained DataCode0
Exploring Homogeneous and Heterogeneous Consistent Label Associations for Unsupervised Visible-Infrared Person ReIDCode0
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