| Enhancing Pseudo Label Quality for Semi-Supervised Domain-Generalized Medical Image Segmentation | Jan 21, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Contrastive Mean Teacher for Domain Adaptive Object Detectors | May 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Attentive Prototypes for Source-free Unsupervised Domain Adaptive 3D Object Detection | Nov 30, 2021 | 3D Object DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | CodeCode Available | 1 | 5 |
| DART: An Automated End-to-End Object Detection Pipeline with Data Diversification, Open-Vocabulary Bounding Box Annotation, Pseudo-Label Review, and Model Training | Jul 12, 2024 | Image GenerationObject | CodeCode Available | 1 | 5 |
| Combining Self-Training and Hybrid Architecture for Semi-supervised Abdominal Organ Segmentation | Jul 23, 2022 | CPUGPU | CodeCode Available | 1 | 5 |
| Exploiting Sample Uncertainty for Domain Adaptive Person Re-Identification | Dec 16, 2020 | ClusteringDomain Adaptive Person Re-Identification | CodeCode Available | 1 | 5 |
| Adaptive Self-Training for Object Detection | Dec 7, 2022 | ObjectObject Detection | CodeCode Available | 1 | 5 |
| Data Augmentation-free Unsupervised Learning for 3D Point Cloud Understanding | Oct 6, 2022 | 3D Object ClassificationContrastive Learning | CodeCode Available | 1 | 5 |
| Digging Into Uncertainty-based Pseudo-label for Robust Stereo Matching | Jul 31, 2023 | Depth EstimationMonocular Depth Estimation | CodeCode Available | 1 | 5 |
| Compete to Win: Enhancing Pseudo Labels for Barely-supervised Medical Image Segmentation | Apr 15, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning | Jul 17, 2020 | Pseudo Label | CodeCode Available | 1 | 5 |
| DASO: Distribution-Aware Semantics-Oriented Pseudo-label for Imbalanced Semi-Supervised Learning | Jun 10, 2021 | imbalanced classificationPseudo Label | CodeCode Available | 1 | 5 |
| EC-Depth: Exploring the consistency of self-supervised monocular depth estimation in challenging scenes | Oct 12, 2023 | Autonomous DrivingDepth Estimation | CodeCode Available | 1 | 5 |
| Class-Aware Contrastive Semi-Supervised Learning | Mar 4, 2022 | Image ClassificationPseudo Label | CodeCode Available | 1 | 5 |
| A semi-supervised Teacher-Student framework for surgical tool detection and localization | Aug 21, 2022 | Knowledge DistillationPseudo Label | CodeCode Available | 1 | 5 |
| CDMAD: Class-Distribution-Mismatch-Aware Debiasing for Class-Imbalanced Semi-Supervised Learning | Mar 15, 2024 | Pseudo Label | CodeCode Available | 1 | 5 |
| Adversarial Training with Complementary Labels: On the Benefit of Gradually Informative Attacks | Nov 1, 2022 | Adversarial RobustnessPseudo Label | CodeCode Available | 1 | 5 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 | 5 |
| Adversarial-Learned Loss for Domain Adaptation | Jan 4, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| A SAM-guided and Match-based Semi-Supervised Segmentation Framework for Medical Imaging | Nov 25, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| 360-MLC: Multi-view Layout Consistency for Self-training and Hyper-parameter Tuning | Oct 24, 2022 | Model SelectionPseudo Label | CodeCode Available | 1 | 5 |
| Class-Distribution-Aware Pseudo Labeling for Semi-Supervised Multi-Label Learning | May 4, 2023 | Multi-Label LearningPseudo Label | CodeCode Available | 1 | 5 |
| Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection | Dec 5, 2023 | 3D Object DetectionDenoising | CodeCode Available | 1 | 5 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection | Dec 1, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| A Square Peg in a Square Hole: Meta-Expert for Long-Tailed Semi-Supervised Learning | May 22, 2025 | Pseudo Label | CodeCode Available | 1 | 5 |
| CLIPArTT: Adaptation of CLIP to New Domains at Test Time | May 1, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| CoIn: Contrastive Instance Feature Mining for Outdoor 3D Object Detection with Very Limited Annotations | Jan 1, 2023 | 3D Object DetectionContrastive Learning | CodeCode Available | 1 | 5 |
| Bridging the Gap for Test-Time Multimodal Sentiment Analysis | Dec 10, 2024 | Multimodal Sentiment AnalysisPseudo Label | CodeCode Available | 1 | 5 |
| Learning From Alarms: A Robust Learning Approach for Accurate Photoplethysmography-Based Atrial Fibrillation Detection using Eight Million Samples Labeled with Imprecise Arrhythmia Alarms | Nov 7, 2022 | Atrial Fibrillation DetectionComputational Efficiency | CodeCode Available | 1 | 5 |
| Adversarial Dual-Student with Differentiable Spatial Warping for Semi-Supervised Semantic Segmentation | Mar 5, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Collaborating Domain-shared and Target-specific Feature Clustering for Cross-domain 3D Action Recognition | Jul 20, 2022 | 3D Action RecognitionAction Recognition | CodeCode Available | 1 | 5 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 | 5 |
| Augmentation Strategies for Learning with Noisy Labels | Mar 3, 2021 | Image ClassificationLearning with noisy labels | CodeCode Available | 1 | 5 |
| Confident Sinkhorn Allocation for Pseudo-Labeling | Jun 13, 2022 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Context-Aware Pseudo-Label Refinement for Source-Free Domain Adaptive Fundus Image Segmentation | Aug 15, 2023 | DenoisingDomain Adaptation | CodeCode Available | 1 | 5 |
| ALPS: An Auto-Labeling and Pre-training Scheme for Remote Sensing Segmentation With Segment Anything Model | Jun 16, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding | Jan 1, 2023 | DescriptiveObject | CodeCode Available | 1 | 5 |
| ConMatch: Semi-Supervised Learning with Confidence-Guided Consistency Regularization | Aug 18, 2022 | Pseudo Label | CodeCode Available | 1 | 5 |
| Deep Active Learning for Biased Datasets via Fisher Kernel Self-Supervision | Mar 1, 2020 | Active LearningPseudo Label | CodeCode Available | 1 | 5 |
| CoNMix for Source-free Single and Multi-target Domain Adaptation | Nov 7, 2022 | Domain AdaptationKnowledge Distillation | CodeCode Available | 1 | 5 |
| Consistency-guided Meta-Learning for Bootstrapping Semi-Supervised Medical Image Segmentation | Jul 21, 2023 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Bayesian Pseudo Labels: Expectation Maximization for Robust and Efficient Semi-Supervised Segmentation | Aug 8, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation | Jul 25, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| An Alternative to WSSS? An Empirical Study of the Segment Anything Model (SAM) on Weakly-Supervised Semantic Segmentation Problems | May 2, 2023 | Pseudo LabelSemantic Segmentation | CodeCode Available | 1 | 5 |
| DealMVC: Dual Contrastive Calibration for Multi-view Clustering | Aug 17, 2023 | ClusteringPseudo Label | CodeCode Available | 1 | 5 |
| Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation | Aug 15, 2024 | Pseudo Label | CodeCode Available | 1 | 5 |
| Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data | Mar 20, 2023 | AllPseudo Label | CodeCode Available | 1 | 5 |
