| Weakly-supervised Action Localization with Background Modeling | Aug 19, 2019 | Action LocalizationWeakly Supervised Action Localization | —Unverified | 0 |
| A Survey on Deep Learning of Small Sample in Biomedical Image Analysis | Aug 1, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning | Jul 14, 2019 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
| Weakly Supervised Clustering by Exploiting Unique Class Count | Jun 18, 2019 | ClusteringMultiple Instance Learning | CodeCode Available | 0 |
| Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation | Jun 13, 2019 | ObjectSegmentation | CodeCode Available | 0 |
| Synthesizing 3D Shapes from Silhouette Image Collections using Multi-projection Generative Adversarial Networks | Jun 10, 2019 | Generative Adversarial NetworkWeakly-supervised Learning | —Unverified | 0 |
| Semi- and Weakly-supervised Human Pose Estimation | Jun 4, 2019 | ClusteringPose Estimation | —Unverified | 0 |
| A Hybrid RNN-HMM Approach for Weakly Supervised Temporal Action Segmentation | Jun 3, 2019 | Action RecognitionAction Segmentation | —Unverified | 0 |
| Stochastic Generalized Adversarial Label Learning | Jun 3, 2019 | BIG-bench Machine LearningGeneral Classification | —Unverified | 0 |
| Weakly Supervised Image Classification Through Noise Regularization | Jun 1, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
