| Weakly Supervised-Based Oversampling for High Imbalance and High Dimensionality Data Classification | Sep 29, 2020 | ClassificationGeneral Classification | —Unverified | 0 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep Learning | CodeCode Available | 0 |
| Federated Learning for Computational Pathology on Gigapixel Whole Slide Images | Sep 21, 2020 | Deep LearningDiagnostic | CodeCode Available | 1 |
| Weakly Supervised Learning of Nuanced Frames for Analyzing Polarization in News Media | Sep 21, 2020 | Weakly-supervised Learning | CodeCode Available | 0 |
| Constrained Labeling for Weakly Supervised Learning | Sep 15, 2020 | image-classificationImage Classification | CodeCode Available | 0 |
| Learning more expressive joint distributions in multimodal variational methods | Sep 8, 2020 | ColorizationVariational Inference | CodeCode Available | 0 |
| Moderately Supervised Learning: Definition, Framework and Generality | Aug 27, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| Weakly Supervised Learning with Side Information for Noisy Labeled Images | Aug 25, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| CA-GAN: Weakly Supervised Color Aware GAN for Controllable Makeup Transfer | Aug 24, 2020 | AttributeImage Generation | —Unverified | 0 |
| Certainty Pooling for Multiple Instance Learning | Aug 24, 2020 | Multiple Instance LearningWeakly-supervised Learning | —Unverified | 0 |
| Weakly-supervised Learning for Single-step Quantitative Susceptibility Mapping | Aug 14, 2020 | Multi-Task LearningWeakly-supervised Learning | —Unverified | 0 |
| Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos | Aug 13, 2020 | Depression DetectionDomain Adaptation | CodeCode Available | 0 |
| Weakly Supervised 3D Object Detection from Point Clouds | Jul 28, 2020 | 3D Object DetectionKnowledge Distillation | CodeCode Available | 1 |
| Weak Human Preference Supervision For Deep Reinforcement Learning | Jul 25, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 |
| Weakly-supervised Learning of Human Dynamics | Jul 17, 2020 | Human DynamicsWeakly-supervised Learning | —Unverified | 0 |
| Tackling the Problem of Limited Data and Annotations in Semantic Segmentation | Jul 14, 2020 | Image SegmentationSegmentation | CodeCode Available | 0 |
| Unbiased Risk Estimators Can Mislead: A Case Study of Learning with Complementary Labels | Jul 5, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| Learning to Segment from Scribbles using Multi-scale Adversarial Attention Gates | Jul 2, 2020 | Deep AttentionImage Segmentation | CodeCode Available | 1 |
| Explanation-based Weakly-supervised Learning of Visual Relations with Graph Networks | Jun 16, 2020 | Graph Neural NetworkHuman-Object Interaction Detection | CodeCode Available | 1 |
| Dual-stream Maximum Self-attention Multi-instance Learning | Jun 9, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| BS-Net: learning COVID-19 pneumonia severity on a large Chest X-Ray dataset | Jun 8, 2020 | Weakly-supervised Learning | CodeCode Available | 2 |
| Analyzing Differentiable Fuzzy Implications | Jun 4, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| Predicting Lymph Node Metastasis Using Histopathological Images Based on Multiple Instance Learning With Deep Graph Convolution | Jun 1, 2020 | feature selectionGeneral Classification | —Unverified | 0 |
| Weakly Supervised Vessel Segmentation in X-ray Angiograms by Self-Paced Learning from Noisy Labels with Suggestive Annotation | May 27, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| On Bottleneck Features for Text-Dependent Speaker Verification Using X-vectors | May 15, 2020 | Contrastive LearningSpeaker Verification | —Unverified | 0 |
