| WSLRec: Weakly Supervised Learning for Neural Sequential Recommendation Models | Feb 28, 2022 | Collaborative FilteringRecommendation Systems | —Unverified | 0 |
| Weakly Supervised Learning for cell recognition in immunohistochemical cytoplasm staining images | Feb 27, 2022 | Multi-Task LearningRepresentation Learning | —Unverified | 0 |
| Co-occurring Diseases Heavily Influence the Performance of Weakly Supervised Learning Models for Classification of Chest CT | Feb 23, 2022 | Binary ClassificationClassification | —Unverified | 0 |
| Weakly-supervised learning for image-based classification of primary melanomas into genomic immune subgroups | Feb 23, 2022 | Multiple Instance LearningWeakly-supervised Learning | —Unverified | 0 |
| Cross-Modality Neuroimage Synthesis: A Survey | Feb 14, 2022 | Image GenerationSurvey | CodeCode Available | 0 |
| Positive-Unlabeled Domain Adaptation | Feb 11, 2022 | Domain AdaptationObject Recognition | —Unverified | 0 |
| Data Consistency for Weakly Supervised Learning | Feb 8, 2022 | image-classificationImage Classification | —Unverified | 0 |
| PRMI: A Dataset of Minirhizotron Images for Diverse Plant Root Study | Jan 20, 2022 | SegmentationSemantic Segmentation | —Unverified | 0 |
| Towards holistic scene understanding: Semantic segmentation and beyond | Jan 16, 2022 | object-detectionObject Detection | —Unverified | 0 |
| ULF: Cross-Validation for Weak Supervision | Jan 16, 2022 | DenoisingWeakly-supervised Learning | —Unverified | 0 |
| Negative Evidence Matters in Interpretable Histology Image Classification | Jan 7, 2022 | ClassificationDecoder | CodeCode Available | 0 |
| Semi-Weakly-Supervised Learning of Complex Actions From Instructional Task Videos | Jan 1, 2022 | Action SegmentationWeakly-supervised Learning | CodeCode Available | 0 |
| Interpretable Low-Resource Legal Decision Making | Jan 1, 2022 | Decision MakingDeep Learning | —Unverified | 0 |
| Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph Propagation | Jan 1, 2022 | Point Cloud SegmentationScene Understanding | CodeCode Available | 0 |
| Weakly Supervised Change Detection Using Guided Anisotropic Difusion | Dec 31, 2021 | Change DetectionSemantic Segmentation | —Unverified | 0 |
| Learning with Proper Partial Labels | Dec 23, 2021 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization | Dec 22, 2021 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 0 |
| Evaluation and Comparison of Deep Learning Methods for Pavement Crack Identification with Visual Images | Dec 20, 2021 | Contact DetectionDecoder | CodeCode Available | 0 |
| Automatic Multi-Class Cardiovascular Magnetic Resonance Image Quality Assessment using Unsupervised Domain Adaptation in Spatial and Frequency Domains | Dec 13, 2021 | Domain AdaptationImage Quality Assessment | —Unverified | 0 |
| Robust Weakly Supervised Learning for COVID-19 Recognition Using Multi-Center CT Images | Dec 9, 2021 | Computed Tomography (CT)Prognosis | —Unverified | 0 |
| Implicit Task-Driven Probability Discrepancy Measure for Unsupervised Domain Adaptation | Dec 1, 2021 | Domain AdaptationUnsupervised Domain Adaptation | —Unverified | 0 |
| Learning to Generate Visual Questions with Noisy Supervision | Dec 1, 2021 | Question GenerationQuestion-Generation | CodeCode Available | 0 |
| Weakly-supervised Generative Adversarial Networks for medical image classification | Nov 29, 2021 | ClassificationContrastive Learning | —Unverified | 0 |
| Ice hockey player identification via transformers and weakly supervised learning | Nov 22, 2021 | Optical Character RecognitionOptical Character Recognition (OCR) | —Unverified | 0 |
| Weakly Supervised Prototype Topic Model with Discriminative Seed Words: Modifying the Category Prior by Self-exploring Supervised Signals | Nov 20, 2021 | text-classificationText Classification | —Unverified | 0 |