| RankMix: Data Augmentation for Weakly Supervised Learning of Classifying Whole Slide Images With Diverse Sizes and Imbalanced Categories | Jan 1, 2023 | Data AugmentationWeakly-supervised Learning | CodeCode Available | 0 |
| Weakly Supervised Temporal Sentence Grounding With Uncertainty-Guided Self-Training | Jan 1, 2023 | Data AugmentationSentence | —Unverified | 0 |
| RefCLIP: A Universal Teacher for Weakly Supervised Referring Expression Comprehension | Jan 1, 2023 | Referring ExpressionReferring Expression Comprehension | —Unverified | 0 |
| Weakly-Supervised Semantic Segmentation of Ships Using Thermal Imagery | Dec 26, 2022 | Semantic SegmentationWeakly-supervised Learning | —Unverified | 0 |
| WeCheck: Strong Factual Consistency Checker via Weakly Supervised Learning | Dec 20, 2022 | Natural Language InferenceQuestion Answering | CodeCode Available | 0 |
| THMA: Tencent HD Map AI System for Creating HD Map Annotations | Dec 14, 2022 | Active LearningWeakly-supervised Learning | —Unverified | 0 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | CodeCode Available | 0 |
| Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations | Nov 30, 2022 | Anomaly DetectionImage Classification | CodeCode Available | 0 |
| Weakly Supervised Learning Significantly Reduces the Number of Labels Required for Intracranial Hemorrhage Detection on Head CT | Nov 29, 2022 | Computed Tomography (CT)Multiple Instance Learning | CodeCode Available | 0 |
| Artificial intelligence approaches for materials-by-design of energetic materials: state-of-the-art, challenges, and future directions | Nov 15, 2022 | Active LearningMeta-Learning | —Unverified | 0 |
| Embedding Space Augmentation for Weakly Supervised Learning in Whole-Slide Images | Oct 31, 2022 | Data AugmentationGenerative Adversarial Network | —Unverified | 0 |
| SepLL: Separating Latent Class Labels from Weak Supervision Noise | Oct 25, 2022 | text-classificationText Classification | CodeCode Available | 0 |
| Weakly Supervised Learning for Analyzing Political Campaigns on Facebook | Oct 19, 2022 | Weakly-supervised Learning | CodeCode Available | 0 |
| Weakly Supervised Learning with Automated Labels from Radiology Reports for Glioma Change Detection | Oct 18, 2022 | Change DetectionHyperparameter Optimization | —Unverified | 0 |
| Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties | Oct 14, 2022 | Drug DiscoveryTransfer Learning | CodeCode Available | 0 |
| LESS: Label-Efficient Semantic Segmentation for LiDAR Point Clouds | Oct 14, 2022 | 3D Semantic SegmentationAutonomous Driving | —Unverified | 0 |
| Label Propagation with Weak Supervision | Oct 7, 2022 | Weakly Supervised ClassificationWeakly-supervised Learning | CodeCode Available | 0 |
| GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation | Oct 2, 2022 | Scene UnderstandingSegmentation | CodeCode Available | 0 |
| Weakly Supervised Formula Learner for Solving Mathematical Problems | Oct 1, 2022 | Mathematical ReasoningQuestion Answering | CodeCode Available | 0 |
| From Weakly Supervised Learning to Active Learning | Sep 23, 2022 | Active LearningWeakly-supervised Learning | —Unverified | 0 |
| Reduction from Complementary-Label Learning to Probability Estimates | Sep 20, 2022 | Weakly-supervised Learning | —Unverified | 0 |
| Weakly-Supervised Stitching Network for Real-World Panoramic Image Generation | Sep 13, 2022 | Deep LearningImage Generation | —Unverified | 0 |
| Unsupervised representation learning with recognition-parametrised probabilistic models | Sep 13, 2022 | image-classificationImage Classification | CodeCode Available | 0 |
| Quasi-supervised Learning for Super-resolution PET | Sep 3, 2022 | DiagnosticGenerative Adversarial Network | CodeCode Available | 0 |
| FAST-AID Brain: Fast and Accurate Segmentation Tool using Artificial Intelligence Developed for Brain | Aug 30, 2022 | AnatomyBrain Segmentation | CodeCode Available | 0 |