| DDS3D: Dense Pseudo-Labels with Dynamic Threshold for Semi-Supervised 3D Object Detection | Mar 9, 2023 | 3D Object Detectionobject-detection | 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 |
| A Simple Baseline for Semi-supervised Semantic Segmentation with Strong Data Augmentation | Apr 15, 2021 | Data Augmentationimage-classification | CodeCode Available | 1 | 5 |
| Confidence-aware Pseudo-label Learning for Weakly Supervised Visual Grounding | Jan 1, 2023 | DescriptiveObject | 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 |
| 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 |
| Generalize then Adapt: Source-Free Domain Adaptive Semantic Segmentation | Aug 25, 2021 | Domain AdaptationDomain Generalization | CodeCode Available | 1 | 5 |
| Confident Anchor-Induced Multi-Source Free Domain Adaptation | Dec 1, 2021 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Confident Sinkhorn Allocation for Pseudo-Labeling | Jun 13, 2022 | Data AugmentationPseudo 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 |
| Language-conditioned Detection Transformer | Nov 29, 2023 | Pseudo 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 |
| MFNet: Multi-filter Directive Network for Weakly Supervised Salient Object Detection | Dec 3, 2021 | object-detectionObject Detection | 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 |
| Dual Pseudo-Labels Interactive Self-Training for Semi-Supervised Visible-Infrared Person Re-Identification | Jan 1, 2023 | Person Re-IdentificationPseudo 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 |
| Class-Aware Contrastive Semi-Supervised Learning | Mar 4, 2022 | Image ClassificationPseudo 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 |
| End-to-End Semi-Supervised Object Detection with Soft Teacher | Jun 16, 2021 | Instance Segmentationobject-detection | CodeCode Available | 1 | 5 |
| Enabling Country-Scale Land Cover Mapping with Meter-Resolution Satellite Imagery | Sep 1, 2022 | Domain AdaptationLand Cover Classification | CodeCode Available | 1 | 5 |
| CL3D: Unsupervised Domain Adaptation for Cross-LiDAR 3D Detection | Dec 1, 2022 | Domain AdaptationPseudo Label | CodeCode Available | 1 | 5 |
| Enhancing Close-up Novel View Synthesis via Pseudo-labeling | Mar 20, 2025 | 3DGSNeRF | 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 |
| MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object Detection | Mar 16, 2023 | Objectobject-detection | CodeCode Available | 1 | 5 |
| Entailment as Robust Self-Learner | May 26, 2023 | Multi-class ClassificationNatural Language Understanding | CodeCode Available | 1 | 5 |
| Mutual Teaching for Graph Convolutional Networks | Sep 2, 2020 | Node ClassificationPseudo Label | CodeCode Available | 1 | 5 |
| Contrastive Mean Teacher for Domain Adaptive Object Detectors | May 4, 2023 | Contrastive LearningDomain Adaptation | CodeCode Available | 1 | 5 |
| Contrastive Pseudo Learning for Open-World DeepFake Attribution | Sep 20, 2023 | DeepFake DetectionFace Swapping | 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 |
| Entropy is not Enough for Test-Time Adaptation: From the Perspective of Disentangled Factors | Mar 12, 2024 | ObjectPseudo Label | CodeCode Available | 1 | 5 |
| EventCLIP: Adapting CLIP for Event-based Object Recognition | Jun 10, 2023 | Few-Shot LearningObject | CodeCode Available | 1 | 5 |
| Exploiting Instance-based Mixed Sampling via Auxiliary Source Domain Supervision for Domain-adaptive Action Detection | Sep 28, 2022 | Action DetectionDomain Adaptation | CodeCode Available | 1 | 5 |
| From Synthetic to Real: Unsupervised Domain Adaptation for Animal Pose Estimation | Mar 27, 2021 | Animal Pose EstimationDomain Adaptation | CodeCode Available | 1 | 5 |
| On the Equivalence of Decoupled Graph Convolution Network and Label Propagation | Oct 23, 2020 | Node ClassificationPseudo Label | CodeCode Available | 1 | 5 |
| FedMLP: Federated Multi-Label Medical Image Classification under Task Heterogeneity | Jun 27, 2024 | Federated Learningimage-classification | CodeCode Available | 1 | 5 |
| P^2OT: Progressive Partial Optimal Transport for Deep Imbalanced Clustering | Jan 17, 2024 | ClusteringDeep Clustering | 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 |
| Data Efficient 3D Learner via Knowledge Transferred from 2D Model | Mar 16, 2022 | Pseudo LabelSegmentation | CodeCode Available | 1 | 5 |
| FPL+: Filtered Pseudo Label-based Unsupervised Cross-Modality Adaptation for 3D Medical Image Segmentation | Apr 7, 2024 | Data AugmentationDomain Adaptation | 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 |
| C-SFDA: A Curriculum Learning Aided Self-Training Framework for Efficient Source Free Domain Adaptation | Mar 30, 2023 | Domain AdaptationMemorization | 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 |
| Gradual Source Domain Expansion for Unsupervised Domain Adaptation | Nov 16, 2023 | 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 |
| Gradient Imitation Reinforcement Learning for Low Resource Relation Extraction | Sep 14, 2021 | Meta-LearningPseudo Label | CodeCode Available | 1 | 5 |
| Pseudo Label-Guided Model Inversion Attack via Conditional Generative Adversarial Network | Feb 20, 2023 | Generative Adversarial NetworkPseudo Label | 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 |
| Beyond Full Labels: Energy-Double-Guided Single-Point Prompt for Infrared Small Target Label Generation | Aug 15, 2024 | Pseudo 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 |
