| Exploring Visual Engagement Signals for Representation Learning | Apr 15, 2021 | Bias DetectionEmotion Recognition | CodeCode Available | 1 |
| Deep Statistical Solver for Distribution System State Estimation | Jan 4, 2023 | State EstimationWeakly-supervised Learning | CodeCode Available | 1 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 |
| Enhancing Weakly Supervised 3D Medical Image Segmentation through Probabilistic-aware Learning | Mar 5, 2024 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Instance-aware, Context-focused, and Memory-efficient Weakly Supervised Object Detection | Apr 9, 2020 | Objectobject-detection | CodeCode Available | 1 |
| Instance-Dependent Partial Label Learning | Oct 25, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Benchmarking Pathology Feature Extractors for Whole Slide Image Classification | Nov 20, 2023 | Benchmarkingimage-classification | CodeCode Available | 1 |
| Cerberus Transformer: Joint Semantic, Affordance and Attribute Parsing | Nov 24, 2021 | AttributeScene Understanding | CodeCode Available | 1 |
| KnowMAN: Weakly Supervised Multinomial Adversarial Networks | Sep 16, 2021 | Language ModelingLanguage Modelling | CodeCode Available | 1 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 |
| HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations | Mar 10, 2023 | Action RecognitionDomain Adaptation | CodeCode Available | 1 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 |
| A Survey of Label-Efficient Deep Learning for 3D Point Clouds | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Leveraged Weighted Loss for Partial Label Learning | Jun 10, 2021 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Modeling Video As Stochastic Processes for Fine-Grained Video Representation Learning | Jan 1, 2023 | Contrastive LearningRepresentation Learning | CodeCode Available | 1 |
| Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation | Nov 18, 2023 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | CodeCode Available | 1 |
| Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning | Jul 10, 2023 | Coronary Artery SegmentationDiagnostic | CodeCode Available | 1 |
| PA-Seg: Learning from Point Annotations for 3D Medical Image Segmentation using Contextual Regularization and Cross Knowledge Distillation | Aug 11, 2022 | Brain Tumor SegmentationImage Segmentation | CodeCode Available | 1 |
| CLImage: Human-Annotated Datasets for Complementary-Label Learning | May 15, 2023 | Weakly-supervised Learning | CodeCode Available | 1 |
| Physics-informed PointNet: On how many irregular geometries can it solve an inverse problem simultaneously? Application to linear elasticity | Mar 22, 2023 | Weakly-supervised Learning | CodeCode Available | 1 |
| COARSE3D: Class-Prototypes for Contrastive Learning in Weakly-Supervised 3D Point Cloud Segmentation | Oct 4, 2022 | 3D Semantic SegmentationContrastive Learning | CodeCode Available | 1 |
| PageNet: Towards End-to-End Weakly Supervised Page-Level Handwritten Chinese Text Recognition | Jul 29, 2022 | Handwritten Chinese Text RecognitionLine Detection | CodeCode Available | 1 |
