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Pseudo Label

A lightweight but very power technique for semi supervised learning

Papers

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Showing 51–100 of 956 papers

TitleStatusHype
Feature Modulation for Semi-Supervised Domain Generalization without Domain Labels—0
Semi-supervised Node Importance Estimation with Informative Distribution Modeling for Uncertainty RegularizationCode0
Building Blocks for Robust and Effective Semi-Supervised Real-World Object Detection—0
Adapt, Agree, Aggregate: Semi-Supervised Ensemble Labeling for Graph Convolutional Networks—0
Enhancing Close-up Novel View Synthesis via Pseudo-labelingCode1
Generalized Few-shot 3D Point Cloud Segmentation with Vision-Language ModelCode2
Multi-label feature selection based on binary hashing learning and dynamic graph constraints—0
Boosting Semi-Supervised Medical Image Segmentation via Masked Image Consistency and Discrepancy Learning—0
Mind the Gap: Confidence Discrepancy Can Guide Federated Semi-Supervised Learning Across Pseudo-MismatchCode1
MonoCT: Overcoming Monocular 3D Detection Domain Shift with Consistent Teacher Models—0
BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature AnalysisCode1
Revisiting semi-supervised learning in the era of foundation modelsCode1
OmniSAM: Omnidirectional Segment Anything Model for UDA in Panoramic Semantic Segmentation—0
SP3D: Boosting Sparsely-Supervised 3D Object Detection via Accurate Cross-Modal Semantic PromptsCode1
STiL: Semi-supervised Tabular-Image Learning for Comprehensive Task-Relevant Information Exploration in Multimodal ClassificationCode1
Semi-Supervised Learning for Dose Prediction in Targeted Radionuclide: A Synthetic Data Study—0
ClipGrader: Leveraging Vision-Language Models for Robust Label Quality Assessment in Object Detection—0
You Only Click Once: Single Point Weakly Supervised 3D Instance Segmentation for Autonomous Driving—0
Distill Any Depth: Distillation Creates a Stronger Monocular Depth EstimatorCode4
CLIMB-3D: Continual Learning for Imbalanced 3D Instance SegmentationCode0
BP-SGCN: Behavioral Pseudo-Label Informed Sparse Graph Convolution Network for Pedestrian and Heterogeneous Trajectory PredictionCode0
Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations—0
Without Paired Labeled Data: An End-to-End Self-Supervised Paradigm for UAV-View Geo-LocalizationCode2
Leveraging Labelled Data Knowledge: A Cooperative Rectification Learning Network for Semi-supervised 3D Medical Image SegmentationCode1
Towards Self-Supervised Covariance Estimation in Deep Heteroscedastic Regression—0
SemiHMER: Semi-supervised Handwritten Mathematical Expression Recognition using pseudo-labelsCode0
Gaze-Assisted Human-Centric Domain Adaptation for Cardiac Ultrasound Image Segmentation—0
SAM-guided Pseudo Label Enhancement for Multi-modal 3D Semantic Segmentation—0
Leveraging Joint Predictive Embedding and Bayesian Inference in Graph Self Supervised LearningCode0
Integrating Semi-Supervised and Active Learning for Semantic Segmentation—0
Contrastive Learning Meets Pseudo-label-assisted Mixup Augmentation: A Comprehensive Graph Representation Framework from Local to GlobalCode0
Dual Invariance Self-training for Reliable Semi-supervised Surgical Phase RecognitionCode0
Unsupervised Domain Adaptation with Dynamic Clustering and Contrastive Refinement for Gait RecognitionCode0
Optimizing Sentence Embedding with Pseudo-Labeling and Model Ensembles: A Hierarchical Framework for Enhanced NLP Tasks—0
SPECIAL: Zero-shot Hyperspectral Image Classification With CLIPCode1
MetaOcc: Surround-View 4D Radar and Camera Fusion Framework for 3D Occupancy Prediction with Dual Training StrategiesCode1
SelfPrompt: Confidence-Aware Semi-Supervised Tuning for Robust Vision-Language Model Adaptation—0
PointOBB-v3: Expanding Performance Boundaries of Single Point-Supervised Oriented Object DetectionCode2
Training-Free Zero-Shot Temporal Action Detection with Vision-Language ModelsCode1
Rethinking Pseudo-Label Guided Learning for Weakly Supervised Temporal Action Localization from the Perspective of Noise Correction—0
TCMM: Token Constraint and Multi-Scale Memory Bank of Contrastive Learning for Unsupervised Person Re-identificationCode0
Pseudolabel guided pixels contrast for domain adaptive semantic segmentationCode0
FedSemiDG: Domain Generalized Federated Semi-supervised Medical Image Segmentation—0
Discriminative Representation learning via Attention-Enhanced Contrastive Learning for Short Text ClusteringCode0
Unsupervised Domain Adaptation for Occlusion Resilient Human Pose Estimation—0
Fitting Different Interactive Information: Joint Classification of Emotion and Intention—0
Multispectral Pedestrian Detection with Sparsely Annotated LabelCode1
Adaptive Homophily Clustering: Structure Homophily Graph Learning with Adaptive Filter for Hyperspectral Image—0
Deep Clustering via Community Detection—0
Language-Assisted Debiasing and Smoothing for Foundation Model-Based Semi-Supervised Learning—0
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