| Feature Re-calibration based Multiple Instance Learning for Whole Slide Image Classification | Jun 22, 2022 | image-classificationImage Classification | CodeCode Available | 1 |
| FedLPPA: Learning Personalized Prompt and Aggregation for Federated Weakly-supervised Medical Image Segmentation | Feb 27, 2024 | DecoderFederated Learning | CodeCode Available | 1 |
| Decoupling Makes Weakly Supervised Local Feature Better | Jan 8, 2022 | Camera LocalizationImage Matching | CodeCode Available | 1 |
| IRNet: Iterative Refinement Network for Noisy Partial Label Learning | Nov 9, 2022 | Data AugmentationPartial Label Learning | CodeCode Available | 1 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges | Jul 13, 2021 | DiversitySelf-Supervised Learning | CodeCode Available | 1 |
| Interleaving One-Class and Weakly-Supervised Models with Adaptive Thresholding for Unsupervised Video Anomaly Detection | Jan 24, 2024 | Anomaly DetectionOne-Class Classification | 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 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 |
| Nuclei Segmentation with Point Annotations from Pathology Images via Self-Supervised Learning and Co-Training | Feb 16, 2022 | Representation LearningSegmentation | CodeCode Available | 1 |
| Learning Video Object Segmentation from Unlabeled Videos | Mar 10, 2020 | ObjectRepresentation Learning | CodeCode Available | 1 |
| Learning with Complementary Labels Revisited: The Selected-Completely-at-Random Setting Is More Practical | Nov 27, 2023 | Binary ClassificationMulti-class Classification | CodeCode Available | 1 |
| Hyperspherical Consistency Regularization | Jun 2, 2022 | Contrastive LearningSelf-Supervised Learning | CodeCode Available | 1 |
| libcll: an Extendable Python Toolkit for Complementary-Label Learning | Nov 19, 2024 | Weakly-supervised Learning | CodeCode Available | 1 |
| Morphology-Enhanced CAM-Guided SAM for weakly supervised Breast Lesion Segmentation | Nov 18, 2023 | Lesion SegmentationSegmentation | CodeCode Available | 1 |
| Multimodal Generative Models for Scalable Weakly-Supervised Learning | Feb 14, 2018 | ColorizationEdge Detection | CodeCode Available | 1 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 |
| OCTAve: 2D en face Optical Coherence Tomography Angiography Vessel Segmentation in Weakly-Supervised Learning with Locality Augmentation | Jul 25, 2022 | Image SegmentationMedical Image Segmentation | CodeCode Available | 1 |
| Deciphering antibody affinity maturation with language models and weakly supervised learning | Dec 14, 2021 | Language ModelingLanguage Modelling | 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 |
| Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning | Jul 10, 2023 | Coronary Artery SegmentationDiagnostic | CodeCode Available | 1 |
