| Multi-Evidence Filtering and Fusion for Multi-Label Classification, Object Detection and Semantic Segmentation Based on Weakly Supervised Learning | Feb 26, 2018 | ClusteringGeneral Classification | —Unverified | 0 |
| Multimodal Generative Models for Scalable Weakly-Supervised Learning | Feb 14, 2018 | ColorizationEdge Detection | CodeCode Available | 1 |
| Classification from Pairwise Similarity and Unlabeled Data | Feb 12, 2018 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Classification and Disease Localization in Histopathology Using Only Global Labels: A Weakly-Supervised Approach | Feb 1, 2018 | General ClassificationMultiple Instance Learning | —Unverified | 0 |
| Learning to Classify from Impure Samples with High-Dimensional Data | Jan 30, 2018 | General ClassificationVocal Bursts Intensity Prediction | —Unverified | 0 |
| Self-Learning to Detect and Segment Cysts in Lung CT Images without Manual Annotation | Jan 25, 2018 | Image SegmentationLesion Detection | —Unverified | 0 |
| Combining Weakly and Webly Supervised Learning for Classifying Food Images | Dec 23, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Learning Pain from Action Unit Combinations: A Weakly Supervised Approach via Multiple Instance Learning | Dec 5, 2017 | Facial Expression RecognitionFacial Expression Recognition (FER) | —Unverified | 0 |
| DR-Net: Transmission Steered Single Image Dehazing Network with Weakly Supervised Refinement | Dec 2, 2017 | Image DehazingSingle Image Dehazing | —Unverified | 0 |
| Learning 3D Human Pose from Structure and Motion | Nov 25, 2017 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | CodeCode Available | 0 |
| Label-driven weakly-supervised learning for multimodal deformable image registration | Nov 5, 2017 | Image RegistrationWeakly-supervised Learning | CodeCode Available | 0 |
| A Taught-Obesrve-Ask (TOA) Method for Object Detection with Critical Supervision | Nov 3, 2017 | Objectobject-detection | —Unverified | 0 |
| Reply With: Proactive Recommendation of Email Attachments | Oct 17, 2017 | Weakly-supervised Learning | —Unverified | 0 |
| WeText: Scene Text Detection under Weak Supervision | Oct 13, 2017 | Scene Text DetectionText Detection | —Unverified | 0 |
| Learning to Segment Human by Watching YouTube | Oct 4, 2017 | Human DetectionSegmentation | —Unverified | 0 |
| Weakly Supervised Learning of Deep Metrics for Stereo Reconstruction | Oct 1, 2017 | Weakly-supervised Learning | —Unverified | 0 |
| Weakly Supervised Summarization of Web Videos | Oct 1, 2017 | Weakly-supervised Learning | —Unverified | 0 |
| Sentiment Classification with Word Attention based on Weakly Supervised Learning with a Convolutional Neural Network | Sep 28, 2017 | ClassificationGeneral Classification | —Unverified | 0 |
| Leveraging Weakly Annotated Data for Fashion Image Retrieval and Label Prediction | Sep 27, 2017 | General ClassificationImage Retrieval | —Unverified | 0 |
| Hierarchical Scene Parsing by Weakly Supervised Learning with Image Descriptions | Sep 27, 2017 | DescriptiveObject | —Unverified | 0 |
| Weakly supervised learning of allomorphy | Sep 1, 2017 | Weakly-supervised Learning | —Unverified | 0 |
| Learning Fine-grained Relations from Chinese User Generated Categories | Sep 1, 2017 | Graph MiningRelation Extraction | —Unverified | 0 |
| Discover and Learn New Objects from Documentaries | Jul 30, 2017 | ObjectWeakly-supervised Learning | CodeCode Available | 0 |
| Weakly-supervised learning of visual relations | Jul 29, 2017 | ClusteringRelation | —Unverified | 0 |
| A Weakly Supervised Approach to Train Temporal Relation Classifiers and Acquire Regular Event Pairs Simultaneously | Jul 28, 2017 | RelationWeakly-supervised Learning | —Unverified | 0 |
