| Informative Pseudo-Labeling for Graph Neural Networks with Few Labels | Jan 20, 2022 | InformativenessNode Classification | —Unverified | 0 |
| Better Pseudo-label: Joint Domain-aware Label and Dual-classifier for Semi-supervised Domain Generalization | Oct 10, 2021 | Domain GeneralizationPseudo Label | —Unverified | 0 |
| Pseudo-Label Quality Decoupling and Correction for Semi-Supervised Instance Segmentation | May 16, 2025 | Instance SegmentationPseudo Label | —Unverified | 0 |
| D2AF: A Dual-Driven Annotation and Filtering Framework for Visual Grounding | May 30, 2025 | DiversityPseudo Label | —Unverified | 0 |
| Incorporating Improved Sinusoidal Threshold-based Semi-supervised Method and Diffusion Models for Osteoporosis Diagnosis | Mar 11, 2024 | Pseudo Label | —Unverified | 0 |
| BEST: BERT Pre-Training for Sign Language Recognition with Coupling Tokenization | Feb 10, 2023 | Pseudo LabelSign Language Recognition | —Unverified | 0 |
| Leveraging Pre-trained Language Model for Speech Sentiment Analysis | Jun 11, 2021 | Automatic Speech RecognitionAutomatic Speech Recognition (ASR) | —Unverified | 0 |
| CycleAlign: Iterative Distillation from Black-box LLM to White-box Models for Better Human Alignment | Oct 25, 2023 | In-Context LearningInstruction Following | —Unverified | 0 |
| CTS: Sim-to-Real Unsupervised Domain Adaptation on 3D Detection | Jun 26, 2024 | 3D Object DetectionDomain Adaptation | —Unverified | 0 |
| Improving Pseudo-label Training For End-to-end Speech Recognition Using Gradient Mask | Oct 8, 2021 | Pseudo LabelRepresentation Learning | —Unverified | 0 |
| Improving Multilayer-Perceptron(MLP)-based Network Anomaly Detection with Birch Clustering on CICIDS-2017 Dataset | Aug 20, 2022 | Anomaly DetectionClustering | —Unverified | 0 |
| ctPuLSE: Close-Talk, and Pseudo-Label Based Far-Field, Speech Enhancement | Jul 28, 2024 | Pseudo LabelSpeech Enhancement | —Unverified | 0 |
| Leveraging Temporal Cues for Semi-Supervised Multi-View 3D Object Detection | Jan 1, 2025 | 3D Object Detection3D Object Tracking | —Unverified | 0 |
| Local-Global Pseudo-label Correction for Source-free Domain Adaptive Medical Image Segmentation | Aug 28, 2023 | Domain AdaptationImage Segmentation | —Unverified | 0 |
| Cross Pseudo-Labeling for Semi-Supervised Audio-Visual Source Localization | Mar 5, 2024 | Pseudo Label | —Unverified | 0 |
| Barely-Supervised Learning: Semi-Supervised Learning with very few labeled images | Dec 22, 2021 | Pseudo Label | —Unverified | 0 |
| An Adapter based Multi-label Pre-training for Speech Separation and Enhancement | Nov 11, 2022 | DenoisingPseudo Label | —Unverified | 0 |
| CrossMatch: Source-Free Domain Adaptive Semantic Segmentation via Cross-Modal Consistency Training | Jan 1, 2023 | DenoisingDomain Adaptation | —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 |
| Two-Stage Adaptive Network for Semi-Supervised Cross-Domain Crater Detection under Varying Scenario Distributions | Dec 11, 2023 | Domain AdaptationDomain Generalization | —Unverified | 0 |
| Learning Transferable Conceptual Prototypes for Interpretable Unsupervised Domain Adaptation | Oct 12, 2023 | Decision MakingDomain Adaptation | —Unverified | 0 |
| Learning Wall Segmentation in 3D Vessel Trees using Sparse Annotations | Feb 18, 2025 | Pseudo LabelSegmentation | —Unverified | 0 |
| Cross Domain Object Detection via Multi-Granularity Confidence Alignment based Mean Teacher | Jul 10, 2024 | object-detectionObject Detection | —Unverified | 0 |
| Back-Translation-Style Data Augmentation for Mandarin Chinese Polyphone Disambiguation | Nov 17, 2022 | Data AugmentationMachine Translation | —Unverified | 0 |
| Imbalance-Agnostic Source-Free Domain Adaptation via Avatar Prototype Alignment | May 22, 2023 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Improve Event Extraction via Self-Training with Gradient Guidance | May 25, 2022 | Abstract Meaning RepresentationEvent Argument Extraction | —Unverified | 0 |
| Improving Academic Skills Assessment with NLP and Ensemble Learning | Sep 23, 2024 | Ensemble LearningPseudo Label | —Unverified | 0 |
| Improving Audio-Visual Video Parsing with Pseudo Visual Labels | Mar 4, 2023 | DenoisingPseudo Label | —Unverified | 0 |
| A Pseudo-labelling Auto-Encoder for unsupervised image classification | Dec 6, 2020 | ClassificationData Augmentation | —Unverified | 0 |
| Improving Cone-Beam CT Image Quality with Knowledge Distillation-Enhanced Diffusion Model in Imbalanced Data Settings | Sep 19, 2024 | Computed Tomography (CT)Image Generation | —Unverified | 0 |
| Improving Domain Adaptation Through Class Aware Frequency Transformation | Jul 28, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Improving Fairness in Facial Albedo Estimation via Visual-Textual Cues | Jan 1, 2023 | 3D Face ReconstructionFace Reconstruction | —Unverified | 0 |
| Cross-Domain 3D Hand Pose Estimation With Dual Modalities | Jan 1, 2023 | 3D Hand Pose EstimationContrastive Learning | —Unverified | 0 |
| Learning Scene Flow in 3D Point Clouds with Noisy Pseudo Labels | Mar 23, 2022 | Pseudo LabelSelf-Supervised Learning | —Unverified | 0 |
| Adaptive Collaborative Sot Label Learning for Unsupervised Multi-view Feature Selection | Jul 13, 2018 | feature selectiongraph construction | —Unverified | 0 |
| Image to Pseudo-Episode: Boosting Few-Shot Segmentation by Unlabeled Data | May 14, 2024 | Data AugmentationPseudo Label | —Unverified | 0 |
| 1st Place Solutions for the UVO Challenge 2022 | Oct 18, 2022 | object-detectionObject Detection | —Unverified | 0 |
| IDPL: Intra-subdomain adaptation adversarial learning segmentation method based on Dynamic Pseudo Labels | Oct 7, 2022 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Improving Weakly-Supervised Object Localization Using Adversarial Erasing and Pseudo Label | Apr 15, 2024 | ObjectObject Localization | —Unverified | 0 |
| Identity-Clothing Similarity Modeling for Unsupervised Clothing Change Person Re-Identification | Jan 1, 2025 | Person Re-IdentificationPseudo Label | —Unverified | 0 |
| AV-CPL: Continuous Pseudo-Labeling for Audio-Visual Speech Recognition | Sep 29, 2023 | Audio-Visual Speech RecognitionAutomatic Speech Recognition | —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 |
| Incremental Learning for Heterogeneous Structure Segmentation in Brain Tumor MRI | May 30, 2023 | Brain Tumor SegmentationIncremental Learning | —Unverified | 0 |
| Incremental Pseudo-Labeling for Black-Box Unsupervised Domain Adaptation | May 26, 2024 | Domain AdaptationPseudo Label | —Unverified | 0 |
| Auxiliary Tasks Enhanced Dual-affinity Learning for Weakly Supervised Semantic Segmentation | Mar 2, 2024 | Auxiliary Learningimage-classification | —Unverified | 0 |
| Industry Scale Semi-Supervised Learning for Natural Language Understanding | Mar 29, 2021 | intent-classificationIntent Classification | —Unverified | 0 |
| High-Fidelity Pseudo-label Generation by Large Language Models for Training Robust Radiology Report Classifiers | May 3, 2025 | DiagnosticKnowledge Distillation | —Unverified | 0 |
| High-Dimensional Bayesian Optimization via Semi-Supervised Learning with Optimized Unlabeled Data Sampling | May 4, 2023 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Correcting Data Imbalance for Semi-Supervised Covid-19 Detection Using X-ray Chest Images | Aug 19, 2020 | Deep LearningDiagnostic | —Unverified | 0 |
| Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts | Jan 11, 2021 | Action RecognitionPseudo Label | —Unverified | 0 |