| Labeled-to-Unlabeled Distribution Alignment for Partially-Supervised Multi-Organ Medical Image Segmentation | Sep 5, 2024 | Data AugmentationImage Segmentation | CodeCode Available | 1 | 5 |
| Learning from Multiple Datasets with Heterogeneous and Partial Labels for Universal Lesion Detection in CT | Sep 5, 2020 | Lesion DetectionPartially Labeled Datasets | CodeCode Available | 1 | 5 |
| Learning from partially labeled data for multi-organ and tumor segmentation | Nov 13, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Federated Multi-organ Segmentation with Inconsistent Labels | Jun 14, 2022 | DecoderFederated Learning | CodeCode Available | 1 | 5 |
| DoDNet: Learning to segment multi-organ and tumors from multiple partially labeled datasets | Nov 20, 2020 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 | 5 |
| Multi-organ Segmentation over Partially Labeled Datasets with Multi-scale Feature Abstraction | Jan 1, 2020 | Image SegmentationOrgan Segmentation | CodeCode Available | 1 | 5 |
| AsyCo: An Asymmetric Dual-task Co-training Model for Partial-label Learning | Jul 21, 2024 | Partial Label LearningPartially Labeled Datasets | CodeCode Available | 0 | 5 |
| Predicting fluorescent labels in label-free microscopy images with pix2pix and adaptive loss in Light My Cells challenge | Jun 22, 2024 | Partially Labeled Datasets | CodeCode Available | 0 | 5 |
| Category Adaptation Meets Projected Distillation in Generalized Continual Category Discovery | Aug 23, 2023 | class-incremental learningClass Incremental Learning | CodeCode Available | 0 | 5 |
| Real World Federated Learning with a Knowledge Distilled Transformer for Cardiac CT Imaging | Jul 10, 2024 | Federated LearningPartially Labeled Datasets | CodeCode Available | 0 | 5 |
| Machine Learning Algorithms for Data Labeling: An Empirical Evaluation | Jan 1, 2021 | Active LearningBIG-bench Machine Learning | —Unverified | 0 | 0 |
| Multi-organ segmentation: a progressive exploration of learning paradigms under scarce annotation | Feb 7, 2023 | Organ SegmentationPartially Labeled Datasets | —Unverified | 0 | 0 |
| Multi-Task Self-Training for Learning General Representations | Aug 25, 2021 | 3D geometryMulti-Task Learning | —Unverified | 0 | 0 |
| Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation | Apr 12, 2019 | Medical Image SegmentationOrgan Segmentation | —Unverified | 0 | 0 |
| Privacy Preservation through Practical Machine Unlearning | Feb 15, 2025 | Machine UnlearningPartially Labeled Datasets | —Unverified | 0 | 0 |
| Revisiting Vicinal Risk Minimization for Partially Supervised Multi-Label Classification Under Data Scarcity | Apr 19, 2022 | Multi-Label ClassificationMUlTI-LABEL-ClASSIFICATION | —Unverified | 0 | 0 |
| The Decaying Missing-at-Random Framework: Model Doubly Robust Causal Inference with Partially Labeled Data | May 22, 2023 | Causal InferencePartially Labeled Datasets | —Unverified | 0 | 0 |
| Universal Segmentation of 33 Anatomies | Mar 4, 2022 | GPUImage Segmentation | —Unverified | 0 | 0 |
| A Continual Learning-driven Model for Accurate and Generalizable Segmentation of Clinically Comprehensive and Fine-grained Whole-body Anatomies in CT | Mar 16, 2025 | Computed Tomography (CT)Continual Learning | —Unverified | 0 | 0 |
| Weakly Supervised Graph Based Semantic Segmentation by Learning Communities of Image-Parts | Dec 1, 2015 | ClusteringPartially Labeled Datasets | —Unverified | 0 | 0 |
| Advancements in Road Lane Mapping: Comparative Fine-Tuning Analysis of Deep Learning-based Semantic Segmentation Methods Using Aerial Imagery | Oct 8, 2024 | Autonomous VehiclesEarth Observation | —Unverified | 0 | 0 |
| A Summary Of The Kernel Matrix, And How To Learn It Effectively Using Semidefinite Programming | Sep 18, 2017 | Partially Labeled Datasets | —Unverified | 0 | 0 |
| Composite Learning for Robust and Effective Dense Predictions | Oct 13, 2022 | Boundary DetectionDepth Estimation | —Unverified | 0 | 0 |
| COSST: Multi-organ Segmentation with Partially Labeled Datasets Using Comprehensive Supervisions and Self-training | Apr 27, 2023 | Computed Tomography (CT)Medical Image Segmentation | —Unverified | 0 | 0 |
| Deep Anomaly Detection and Search via Reinforcement Learning | Aug 31, 2022 | Anomaly DetectionEnsemble Learning | —Unverified | 0 | 0 |
