| Deep Dose Plugin Towards Real-time Monte Carlo Dose Calculation Through a Deep Learning based Denoising Algorithm | Nov 30, 2020 | DenoisingGPU | —Unverified | 0 |
| CLAWS: Clustering Assisted Weakly Supervised Learning with Normalcy Suppression for Anomalous Event Detection | Nov 24, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| PS-DeVCEM: Pathology-sensitive deep learning model for video capsule endoscopy based on weakly labeled data | Nov 22, 2020 | Anomaly DetectionMulti-Label Classification | —Unverified | 0 |
| Deep learning models for gastric signet ring cell carcinoma classification in whole slide images | Nov 18, 2020 | General ClassificationPrognosis | —Unverified | 0 |
| Real-World Anomaly Detection by using Digital Twin Systems and Weakly-Supervised Learning | Nov 12, 2020 | Anomaly DetectionClustering | —Unverified | 0 |
| Detecting Human-Object Interaction with Mixed Supervision | Nov 10, 2020 | Human-Object Interaction DetectionObject | —Unverified | 0 |
| Pixel-wise Dense Detector for Image Inpainting | Nov 4, 2020 | DecoderImage Inpainting | CodeCode Available | 0 |
| WSL-DS: Weakly Supervised Learning with Distant Supervision for Query Focused Multi-Document Abstractive Summarization | Nov 3, 2020 | Abstractive Text SummarizationDocument Summarization | CodeCode Available | 0 |
| CaCL: Class-aware Codebook Learning for Weakly Supervised Segmentation on Diffuse Image Patterns | Nov 2, 2020 | Image ReconstructionSegmentation | CodeCode Available | 0 |
| Research Replication Prediction Using Weakly Supervised Learning | Nov 1, 2020 | ArticlesBIG-bench Machine Learning | —Unverified | 0 |
| META: Metadata-Empowered Weak Supervision for Text Classification | Nov 1, 2020 | ClassificationGeneral Classification | CodeCode Available | 0 |
| Deep DA for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labeled Videos | Oct 28, 2020 | Domain Adaptationregression | —Unverified | 0 |
| On the Power of Deep but Naive Partial Label Learning | Oct 22, 2020 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Importance Reweighting for Biquality Learning | Oct 19, 2020 | Weakly-supervised Learning | CodeCode Available | 0 |
| Weakly-supervised Learning For Catheter Segmentation in 3D Frustum Ultrasound | Oct 19, 2020 | GPUImage Segmentation | —Unverified | 0 |
| LID 2020: The Learning from Imperfect Data Challenge Results | Oct 17, 2020 | object-detectionObject Detection | —Unverified | 0 |
| Uncertainty Based Active Learning Strategy for Interactive Weakly Supervised Learning through Data Programming | Oct 15, 2020 | Active LearningBIG-bench Machine Learning | —Unverified | 0 |
| Weakly Supervised Learning of Multi-Object 3D Scene Decompositions Using Deep Shape Priors | Oct 8, 2020 | Decision MakingScene Understanding | —Unverified | 0 |
| A Comparative Study on Effects of Original and Pseudo Labels for Weakly Supervised Learning for Car Localization Problem | Oct 8, 2020 | Edge DetectionWeakly-supervised Learning | —Unverified | 0 |
| Pointwise Binary Classification with Pairwise Confidence Comparisons | Oct 5, 2020 | Binary ClassificationClassification | —Unverified | 0 |
| Towards automatic visual inspection: A weakly supervised learning method for industrial applicable object detection | Oct 1, 2020 | Deep LearningDiversity | —Unverified | 0 |
| 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 |
| 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 |