| RACH-Space: Reconstructing Adaptive Convex Hull Space with Applications in Weak Supervision | Jul 10, 2023 | Ensemble LearningWeakly-supervised Learning | —Unverified | 0 |
| Partial Vessels Annotation-based Coronary Artery Segmentation with Self-training and Prototype Learning | Jul 10, 2023 | Coronary Artery SegmentationDiagnostic | CodeCode Available | 1 |
| Style-transfer based Speech and Audio-visual Scene Understanding for Robot Action Sequence Acquisition from Videos | Jun 27, 2023 | Multi-Task LearningScene Understanding | —Unverified | 0 |
| On Learning Latent Models with Multi-Instance Weak Supervision | Jun 23, 2023 | Partial Label LearningWeakly-supervised Learning | —Unverified | 0 |
| DIAS: A Dataset and Benchmark for Intracranial Artery Segmentation in DSA sequences | Jun 21, 2023 | Dimensionality ReductionImage Segmentation | CodeCode Available | 1 |
| Open Problem: Learning with Variational Objectives on Measures | Jun 20, 2023 | Out-of-Distribution GeneralizationWeakly-supervised Learning | —Unverified | 0 |
| Partial-Label Regression | Jun 15, 2023 | Partial Label Learningregression | CodeCode Available | 0 |
| Weakly Supervised Lesion Detection and Diagnosis for Breast Cancers with Partially Annotated Ultrasound Images | Jun 12, 2023 | DiagnosticLesion Detection | —Unverified | 0 |
| Rethinking Weak Supervision in Helping Contrastive Learning | Jun 7, 2023 | Contrastive LearningDenoising | —Unverified | 0 |
| Cyclic Learning: Bridging Image-level Labels and Nuclei Instance Segmentation | Jun 5, 2023 | Instance SegmentationMulti-Task Learning | CodeCode Available | 1 |
| Local Boosting for Weakly-Supervised Learning | Jun 5, 2023 | Weakly-supervised Learning | —Unverified | 0 |
| Conformal Prediction with Partially Labeled Data | Jun 1, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 |
| 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 |
| Weaker Than You Think: A Critical Look at Weakly Supervised Learning | May 27, 2023 | Weakly-supervised Learning | CodeCode Available | 0 |
| AI-based analysis of super-resolution microscopy: Biological discovery in the absence of ground truth | May 26, 2023 | Super-ResolutionWeakly-supervised Learning | —Unverified | 0 |
| All Points Matter: Entropy-Regularized Distribution Alignment for Weakly-supervised 3D Segmentation | May 25, 2023 | AllPseudo Label | CodeCode Available | 1 |
| AUC Optimization from Multiple Unlabeled Datasets | May 25, 2023 | Weakly-supervised Learning | —Unverified | 0 |
| Label-Efficient Learning in Agriculture: A Comprehensive Review | May 24, 2023 | Active LearningPlant Phenotyping | CodeCode Available | 1 |
| Weakly-Supervised Learning of Visual Relations in Multimodal Pretraining | May 23, 2023 | object-detectionObject Detection | CodeCode Available | 0 |
| Scribble-Supervised Target Extraction Method Based on Inner Structure-Constraint for Remote Sensing Images | May 18, 2023 | DecoderWeakly-supervised Learning | CodeCode Available | 0 |
| CLImage: Human-Annotated Datasets for Complementary-Label Learning | May 15, 2023 | Weakly-supervised Learning | CodeCode Available | 1 |
| Enhancing Label Sharing Efficiency in Complementary-Label Learning with Label Augmentation | May 15, 2023 | Weakly-supervised Learning | —Unverified | 0 |
| Extracting Complex Named Entities in Legal Documents via Weakly Supervised Object Detection | May 10, 2023 | Document Layout AnalysisInformation Retrieval | —Unverified | 0 |
| Weakly-supervised ROI extraction method based on contrastive learning for remote sensing images | May 10, 2023 | Contrastive LearningWeakly-supervised Learning | CodeCode Available | 0 |
