| Referring Image Segmentation Using Text Supervision | Aug 28, 2023 | Image SegmentationObject Localization | CodeCode Available | 1 |
| PDL: Regularizing Multiple Instance Learning with Progressive Dropout Layers | Aug 19, 2023 | Multiple Instance LearningWeakly Supervised Classification | CodeCode Available | 1 |
| Weakly Supervised AI for Efficient Analysis of 3D Pathology Samples | Jul 27, 2023 | MambaMultiple Instance Learning | CodeCode Available | 1 |
| Exploring Effective Priors and Efficient Models for Weakly-Supervised Change Detection | Jul 20, 2023 | Change DetectionDecoder | 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 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| A Survey of Label-Efficient Deep Learning for 3D Point Clouds | May 31, 2023 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| The Rise of AI Language Pathologists: Exploring Two-level Prompt Learning for Few-shot Weakly-supervised Whole Slide Image Classification | May 29, 2023 | Few-Shot Learningimage-classification | CodeCode Available | 1 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 |
| CLImage: Human-Annotated Datasets for Complementary-Label Learning | May 15, 2023 | Weakly-supervised Learning | CodeCode Available | 1 |
| WeakTr: Exploring Plain Vision Transformer for Weakly-supervised Semantic Segmentation | Apr 3, 2023 | DecoderSemantic Segmentation | 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 |
| Neural Pre-Processing: A Learning Framework for End-to-end Brain MRI Pre-processing | Mar 21, 2023 | ReconstructionSkull Stripping | CodeCode Available | 1 |
| HYperbolic Self-Paced Learning for Self-Supervised Skeleton-based Action Representations | Mar 10, 2023 | Action RecognitionDomain Adaptation | CodeCode Available | 1 |
| Reliability-Adaptive Consistency Regularization for Weakly-Supervised Point Cloud Segmentation | Mar 9, 2023 | Point Cloud SegmentationSegmentation | CodeCode Available | 1 |
| OvarNet: Towards Open-vocabulary Object Attribute Recognition | Jan 23, 2023 | AttributeKnowledge Distillation | CodeCode Available | 1 |
| Deep Statistical Solver for Distribution System State Estimation | Jan 4, 2023 | State EstimationWeakly-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 |
| YoloCurvSeg: You Only Label One Noisy Skeleton for Vessel-style Curvilinear Structure Segmentation | Dec 11, 2022 | Contrastive LearningImage Generation | CodeCode Available | 1 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 |
| Single-Image HDR Reconstruction by Multi-Exposure Generation | Oct 28, 2022 | HDR ReconstructionTone Mapping | 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 |
| SoLar: Sinkhorn Label Refinery for Imbalanced Partial-Label Learning | Sep 21, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 1 |
