| Beyond Pixels: Semi-Supervised Semantic Segmentation with a Multi-scale Patch-based Multi-Label Classifier | Jul 4, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Joint Noise-Tolerant Learning and Meta Camera Shift Adaptation for Unsupervised Person Re-Identification | Mar 8, 2021 | ClusteringMeta-Learning | CodeCode Available | 1 | 5 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Analysis of Semi-Supervised Methods for Facial Expression Recognition | Jul 31, 2022 | Facial Expression RecognitionFacial Expression Recognition (FER) | CodeCode Available | 1 | 5 |
| BFANet: Revisiting 3D Semantic Segmentation with Boundary Feature Analysis | Mar 16, 2025 | 3D Semantic SegmentationData Augmentation | CodeCode Available | 1 | 5 |
| Self-paced Contrastive Learning with Hybrid Memory for Domain Adaptive Object Re-ID | Jun 4, 2020 | ClusteringContrastive Learning | CodeCode Available | 1 | 5 |
| Learning Cross-Representation Affinity Consistency for Sparsely Supervised Biomedical Instance Segmentation | Jan 1, 2023 | Instance SegmentationPseudo Label | CodeCode Available | 1 | 5 |
| Learning Class Prototypes for Unified Sparse Supervised 3D Object Detection | Mar 27, 2025 | 3D Object DetectionObject | CodeCode Available | 1 | 5 |
| DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object Detection | Mar 9, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| DealMVC: Dual Contrastive Calibration for Multi-view Clustering | Aug 17, 2023 | ClusteringPseudo Label | CodeCode Available | 1 | 5 |
| BMD: A General Class-balanced Multicentric Dynamic Prototype Strategy for Source-free Domain Adaptation | Apr 6, 2022 | ClusteringDomain Adaptation | CodeCode Available | 1 | 5 |
| Learning from Noisy Data for Semi-Supervised 3D Object Detection | Jan 1, 2023 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Semi-Supervised 2D Human Pose Estimation Driven by Position Inconsistency Pseudo Label Correction Module | Mar 8, 2023 | 2D Human Pose EstimationPose Estimation | 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 |
| Boosting Semi-Supervised Learning by Exploiting All Unlabeled Data | Mar 20, 2023 | AllPseudo 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 |
| Learning Self-Supervised Low-Rank Network for Single-Stage Weakly and Semi-Supervised Semantic Segmentation | Mar 19, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| Learning Real-World Image De-Weathering with Imperfect Supervision | Oct 23, 2023 | Pseudo Label | CodeCode Available | 1 | 5 |
| DuSSS: Dual Semantic Similarity-Supervised Vision-Language Model for Semi-Supervised Medical Image Segmentation | Dec 17, 2024 | Contrastive LearningImage Segmentation | CodeCode Available | 1 | 5 |
| Semi-Supervised Learning of Visual Features by Non-Parametrically Predicting View Assignments with Support Samples | Apr 28, 2021 | Image ClassificationPseudo Label | CodeCode Available | 1 | 5 |
| Semi-supervised Left Atrium Segmentation with Mutual Consistency Training | Mar 4, 2021 | Image SegmentationLeft Atrium Segmentation | CodeCode Available | 1 | 5 |
| Semi-Supervised Panoptic Narrative Grounding | Oct 27, 2023 | Data AugmentationPseudo Label | CodeCode Available | 1 | 5 |
| Multispectral Pedestrian Detection with Sparsely Annotated Label | Jan 5, 2025 | object-detectionObject Detection | CodeCode Available | 1 | 5 |
| Leveraging Auxiliary Tasks with Affinity Learning for Weakly Supervised Semantic Segmentation | Jul 25, 2021 | Auxiliary Learningimage-classification | CodeCode Available | 1 | 5 |
| Bridging the Gap for Test-Time Multimodal Sentiment Analysis | Dec 10, 2024 | Multimodal Sentiment AnalysisPseudo Label | CodeCode Available | 1 | 5 |
| Class-Aware Contrastive Semi-Supervised Learning | Mar 4, 2022 | Image ClassificationPseudo Label | CodeCode Available | 1 | 5 |
| Bridging the Gap: Learning Pace Synchronization for Open-World Semi-Supervised Learning | Sep 21, 2023 | Novel Class DiscoveryOpen-World Semi-Supervised Learning | CodeCode Available | 1 | 5 |
| SENTRY: Selective Entropy Optimization via Committee Consistency for Unsupervised Domain Adaptation | Dec 21, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| SFC: Shared Feature Calibration in Weakly Supervised Semantic Segmentation | Jan 22, 2024 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| SGSeg: Enabling Text-free Inference in Language-guided Segmentation of Chest X-rays via Self-guidance | Sep 7, 2024 | Image SegmentationPseudo Label | CodeCode Available | 1 | 5 |
| DGMIL: Distribution Guided Multiple Instance Learning for Whole Slide Image Classification | Jun 17, 2022 | Classificationimage-classification | CodeCode Available | 1 | 5 |
| CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection | Dec 1, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Approaching Outside: Scaling Unsupervised 3D Object Detection from 2D Scene | Jul 11, 2024 | 3D Object Detectionobject-detection | CodeCode Available | 1 | 5 |
| Diffusion-SS3D: Diffusion Model for Semi-supervised 3D Object Detection | Dec 5, 2023 | 3D Object DetectionDenoising | CodeCode Available | 1 | 5 |
| DiGA: Distil to Generalize and then Adapt for Domain Adaptive Semantic Segmentation | Apr 5, 2023 | Data AugmentationKnowledge Distillation | 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 |
| Cal-SFDA: Source-Free Domain-adaptive Semantic Segmentation with Differentiable Expected Calibration Error | Aug 6, 2023 | Domain AdaptationModel Selection | CodeCode Available | 1 | 5 |
| SimROD: A Simple Adaptation Method for Robust Object Detection | Jul 28, 2021 | Domain AdaptationObject | CodeCode Available | 1 | 5 |
| Adaptive Self-Training for Object Detection | Dec 7, 2022 | ObjectObject Detection | CodeCode Available | 1 | 5 |
| 1st Place Solution to VisDA-2020: Bias Elimination for Domain Adaptive Pedestrian Re-identification | Dec 25, 2020 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| MetaOcc: Surround-View 4D Radar and Camera Fusion Framework for 3D Occupancy Prediction with Dual Training Strategies | Jan 26, 2025 | Autonomous DrivingPrediction | CodeCode Available | 1 | 5 |
| Distribution Aligning Refinery of Pseudo-label for Imbalanced Semi-supervised Learning | Jul 17, 2020 | Pseudo Label | CodeCode Available | 1 | 5 |
| DST-Det: Simple Dynamic Self-Training for Open-Vocabulary Object Detection | Oct 2, 2023 | Novel Object DetectionObject | CodeCode Available | 1 | 5 |
| MIST: Multiple Instance Self-Training Framework for Video Anomaly Detection | Apr 4, 2021 | Anomaly DetectionAnomaly Detection In Surveillance Videos | 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 |
| Domain Adaptive Detection of MAVs: A Benchmark and Noise Suppression Network | Mar 25, 2024 | Pseudo Label | CodeCode Available | 1 | 5 |
| Mixed Pseudo Labels for Semi-Supervised Object Detection | Dec 12, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| mixEEG: Enhancing EEG Federated Learning for Cross-subject EEG Classification with Tailored mixup | Apr 7, 2025 | Domain AdaptationEEG | CodeCode Available | 1 | 5 |
| Domain-Specific Block Selection and Paired-View Pseudo-Labeling for Online Test-Time Adaptation | Apr 17, 2024 | Pseudo LabelTest-time Adaptation | CodeCode Available | 1 | 5 |
| Mutual Teaching for Graph Convolutional Networks | Sep 2, 2020 | Node ClassificationPseudo Label | CodeCode Available | 1 | 5 |
