| Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology | Nov 28, 2018 | Weakly-supervised Learning | CodeCode Available | 0 |
| Coronary Calcium Detection using 3D Attention Identical Dual Deep Network Based on Weakly Supervised Learning | Nov 10, 2018 | General ClassificationWeakly-supervised Learning | —Unverified | 0 |
| Varifocal-Net: A Chromosome Classification Approach using Deep Convolutional Networks | Oct 13, 2018 | ClassificationGeneral Classification | —Unverified | 0 |
| Identifying Affective Events and the Reasons for their Polarity | Oct 1, 2018 | Sarcasm DetectionWeakly-supervised Learning | —Unverified | 0 |
| Weakly-Supervised Learning of Metric Aggregations for Deformable Image Registration | Sep 24, 2018 | Image RegistrationWeakly-supervised Learning | —Unverified | 0 |
| On the Importance of Visual Context for Data Augmentation in Scene Understanding | Sep 6, 2018 | Data AugmentationInstance Segmentation | —Unverified | 0 |
| Weakly supervised learning of indoor geometry by dual warping | Aug 10, 2018 | PredictionWeakly-supervised Learning | CodeCode Available | 0 |
| CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images | Aug 3, 2018 | Image ClassificationWeakly-supervised Learning | CodeCode Available | 0 |
| Data-Efficient Weakly Supervised Learning for Low-Resource Audio Event Detection Using Deep Learning | Jul 17, 2018 | Event DetectionWeakly-supervised Learning | —Unverified | 0 |
| ChestNet: A Deep Neural Network for Classification of Thoracic Diseases on Chest Radiography | Jul 9, 2018 | General ClassificationWeakly-supervised Learning | —Unverified | 0 |
| Deep Multiple Instance Feature Learning via Variational Autoencoder | Jul 6, 2018 | Event DetectionMultiple Instance Learning | —Unverified | 0 |
| A New Benchmark and Progress Toward Improved Weakly Supervised Learning | Jun 30, 2018 | AllWeakly-supervised Learning | CodeCode Available | 0 |
| Weakly Supervised Deep Image Hashing through Tag Embeddings | Jun 15, 2018 | Deep HashingImage Retrieval | CodeCode Available | 0 |
| Weakly-Supervised Learning for Tool Localization in Laparoscopic Videos | Jun 14, 2018 | Surgical tool detectionWeakly-supervised Learning | CodeCode Available | 1 |
| Weakly Supervised Learning of Single-Cell Feature Embeddings | Jun 1, 2018 | Drug DiscoveryWeakly-supervised Learning | —Unverified | 0 |
| Learning 3D Shape Completion From Laser Scan Data With Weak Supervision | Jun 1, 2018 | Weakly-supervised Learning | CodeCode Available | 0 |
| Adversarial Label Learning | May 22, 2018 | Weakly-supervised Learning | —Unverified | 0 |
| Learning 3D Shape Completion under Weak Supervision | May 18, 2018 | Weakly-supervised Learning | CodeCode Available | 0 |
| Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks | May 16, 2018 | Autonomous DrivingGeneral Classification | CodeCode Available | 0 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 |
| Weakly-Supervised Learning-Based Feature Localization in Confocal Laser Endomicroscopy Glioma Images | Apr 25, 2018 | Decision MakingDiagnostic | —Unverified | 0 |
| A Closer Look at Weak Label Learning for Audio Events | Apr 24, 2018 | Audio ClassificationEvent Detection | CodeCode Available | 0 |
| Prediction and Localization of Student Engagement in the Wild | Apr 3, 2018 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Multi-Instance Dynamic Ordinal Random Fields for Weakly-supervised Facial Behavior Analysis | Mar 1, 2018 | Temporal SequencesWeakly-supervised Learning | —Unverified | 0 |
| Tell Me Where to Look: Guided Attention Inference Network | Feb 27, 2018 | Object LocalizationSemantic Segmentation | CodeCode Available | 0 |
