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Pseudo Label

A lightweight but very power technique for semi supervised learning

Papers

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Showing 1–50 of 956 papers

TitleStatusHype
SAMST: A Transformer framework based on SAM pseudo label filtering for remote sensing semi-supervised semantic segmentation—0
FedGSCA: Medical Federated Learning with Global Sample Selector and Client Adaptive Adjuster under Label Noise—0
Leveraging Out-of-Distribution Unlabeled Images: Semi-Supervised Semantic Segmentation with an Open-Vocabulary ModelCode0
QUEST: Quality-aware Semi-supervised Table Extraction for Business DocumentsCode0
Flick: Few Labels Text Classification using K-Aware Intermediate Learning in Multi-Task Low-Resource Languages—0
Robust Unsupervised Adaptation of a Speech Recogniser Using Entropy Minimisation and Speaker Codes—0
SRPL-SFDA: SAM-Guided Reliable Pseudo-Labels for Source-Free Domain Adaptation in Medical Image SegmentationCode0
Segment Concealed Objects with Incomplete Supervision—0
MultiMatch: Multihead Consistency Regularization Matching for Semi-Supervised Text Classification—0
Frame-Level Real-Time Assessment of Stroke Rehabilitation Exercises from Video-Level Labeled Data: Task-Specific vs. Foundation Models—0
L3A: Label-Augmented Analytic Adaptation for Multi-Label Class Incremental LearningCode0
D2AF: A Dual-Driven Annotation and Filtering Framework for Visual Grounding—0
Shuffle PatchMix Augmentation with Confidence-Margin Weighted Pseudo-Labels for Enhanced Source-Free Domain AdaptationCode0
CAST: Contrastive Adaptation and Distillation for Semi-Supervised Instance Segmentation—0
Collaborative Learning for Unsupervised Multimodal Remote Sensing Image Registration: Integrating Self-Supervision and MIM-Guided Diffusion-Based Image Translation—0
Semi-Supervised Conformal Prediction With Unlabeled Nonconformity Score—0
RefAV: Towards Planning-Centric Scenario MiningCode1
Certainty and Uncertainty Guided Active Domain Adaptation—0
A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised LearningCode1
ViaRL: Adaptive Temporal Grounding via Visual Iterated Amplification Reinforcement Learning—0
Mutual Evidential Deep Learning for Medical Image Segmentation—0
Denoising Mutual Knowledge Distillation in Bi-Directional Multiple Instance Learning—0
Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation—0
TransPL: VQ-Code Transition Matrices for Pseudo-Labeling of Time Series Unsupervised Domain AdaptationCode0
Using Foundation Models as Pseudo-Label Generators for Pre-Clinical 4D Cardiac CT Segmentation—0
Robust Emotion Recognition via Bi-Level Self-Supervised Continual Learning—0
Feedback-Driven Pseudo-Label Reliability Assessment: Redefining Thresholding for Semi-Supervised Semantic Segmentation—0
Building-Guided Pseudo-Label Learning for Cross-Modal Building Damage MappingCode1
Modality-Guided Dynamic Graph Fusion and Temporal Diffusion for Self-Supervised RGB-T TrackingCode0
3D Can Be Explored In 2D: Pseudo-Label Generation for LiDAR Point Clouds Using Sensor-Intensity-Based 2D Semantic Segmentation—0
Robust Duality Learning for Unsupervised Visible-Infrared Person Re-Identification—0
High-Fidelity Pseudo-label Generation by Large Language Models for Training Robust Radiology Report Classifiers—0
Consistency-aware Fake Videos Detection on Short Video PlatformsCode0
OpenAVS: Training-Free Open-Vocabulary Audio Visual Segmentation with Foundational Models—0
Semantic-Aligned Learning with Collaborative Refinement for Unsupervised VI-ReIDCode1
Unsupervised Cross-Domain 3D Human Pose Estimation via Pseudo-Label-Guided Global Transforms—0
Beyond Words: Augmenting Discriminative Richness via Diffusions in Unsupervised Prompt LearningCode0
Analysis of Pseudo-Labeling for Online Source-Free Universal Domain AdaptationCode0
Co-STAR: Collaborative Curriculum Self-Training with Adaptive Regularization for Source-Free Video Domain AdaptationCode0
Pseudo-Label Guided Real-World Image De-weathering: A Learning Framework with Imperfect Supervision—0
mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixupCode1
S^4M: Boosting Semi-Supervised Instance Segmentation with SAM—0
Scene-Centric Unsupervised Panoptic SegmentationCode2
ProtoGuard-guided PROPEL: Class-Aware Prototype Enhancement and Progressive Labeling for Incremental 3D Point Cloud Segmentation—0
Semi-Supervised Biomedical Image Segmentation via Diffusion Models and Teacher-Student Co-TrainingCode0
Zero-Shot 4D Lidar Panoptic Segmentation—0
DBF-UNet: A Two-Stage Framework for Carotid Artery Segmentation with Pseudo-Label GenerationCode0
Learning Class Prototypes for Unified Sparse Supervised 3D Object DetectionCode1
Uncertainty-Aware Graph Self-Training with Expectation-Maximization Regularization—0
Graph-Based Uncertainty-Aware Self-Training with Stochastic Node Labeling—0
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