| 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 |
| Cyclic Guidance for Weakly Supervised Joint Detection and Segmentation | Jun 1, 2019 | Image-level Supervised Instance SegmentationMulti-Task Learning | CodeCode Available | 0 |
| Factorized Inference in Deep Markov Models for Incomplete Multimodal Time Series | May 30, 2019 | State Space ModelsTime Series | —Unverified | 0 |
| SizeNet: Weakly Supervised Learning of Visual Size and Fit in Fashion Images | May 28, 2019 | ArticlesWeakly-supervised Learning | —Unverified | 0 |
| Learning to Detect and Retrieve Objects from Unlabeled Videos | May 27, 2019 | ClusteringLearning with noisy labels | CodeCode Available | 0 |
| Marginalized Average Attentional Network for Weakly-Supervised Learning | May 21, 2019 | Action LocalizationTemporal Action Localization | —Unverified | 0 |
| SIMILE: Introducing Sequential Information towards More Effective Imitation Learning | May 1, 2019 | Imitation LearningOpenAI Gym | —Unverified | 0 |
| Weakly and Semi Supervised Detection in Medical Imaging via Deep Dual Branch Net | Apr 29, 2019 | ClassificationGeneral Classification | —Unverified | 0 |
| Box-driven Class-wise Region Masking and Filling Rate Guided Loss for Weakly Supervised Semantic Segmentation | Apr 26, 2019 | Semantic SegmentationWeakly-supervised Learning | CodeCode Available | 0 |
| Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness | Apr 22, 2019 | Weakly-supervised Learning | —Unverified | 0 |
| Guided Anisotropic Diffusion and Iterative Learning for Weakly Supervised Change Detection | Apr 17, 2019 | Change DetectionSemantic Segmentation | —Unverified | 0 |
| Weakly Supervised Learning of Instance Segmentation with Inter-pixel Relations | Apr 10, 2019 | image-classificationImage Classification | CodeCode Available | 1 |
| COCO_TS Dataset: Pixel-level Annotations Based on Weak Supervision for Scene Text Segmentation | Apr 1, 2019 | SegmentationSemantic Segmentation | —Unverified | 0 |
| De-biasing Weakly Supervised Learning by Regularizing Prediction Entropy | Mar 20, 2019 | Weakly-supervised Learning | —Unverified | 0 |
| Accurate 3D Face Reconstruction with Weakly-Supervised Learning: From Single Image to Image Set | Mar 20, 2019 | 3D Face ReconstructionFace Reconstruction | CodeCode Available | 1 |
| Cross-task weakly supervised learning from instructional videos | Mar 19, 2019 | Weakly-supervised Learning | CodeCode Available | 1 |
| Efficient Path Prediction for Semi-Supervised and Weakly Supervised Hierarchical Text Classification | Feb 25, 2019 | ClassificationGeneral Classification | CodeCode Available | 0 |
| 3D Face Modeling From Diverse Raw Scan Data | Feb 13, 2019 | 3D Face Modelling3D Face Reconstruction | CodeCode Available | 0 |
| See Better Before Looking Closer: Weakly Supervised Data Augmentation Network for Fine-Grained Visual Classification | Jan 26, 2019 | Data AugmentationFine-Grained Image Classification | CodeCode Available | 1 |
| How does Disagreement Help Generalization against Label Corruption? | Jan 14, 2019 | Learning with noisy labelsMemorization | CodeCode Available | 0 |
| Theoretical Guarantees of Deep Embedding Losses Under Label Noise | Dec 6, 2018 | TripletWeakly-supervised Learning | —Unverified | 0 |
