| Assessing the Quality of Human-Generated Summaries with Weakly Supervised Learning | May 1, 2021 | Weakly-supervised Learning | —Unverified | 0 |
| Knodle: Modular Weakly Supervised Learning with PyTorch | Apr 23, 2021 | BenchmarkingBIG-bench Machine Learning | CodeCode Available | 1 |
| Seed Word Selection for Weakly-Supervised Text Classification with Unsupervised Error Estimation | Apr 20, 2021 | Binary ClassificationGeneral Classification | CodeCode Available | 1 |
| MonoGRNet: A General Framework for Monocular 3D Object Detection | Apr 18, 2021 | 2D Object Detection3D Object Detection | —Unverified | 0 |
| Exploring Visual Engagement Signals for Representation Learning | Apr 15, 2021 | Bias DetectionEmotion Recognition | CodeCode Available | 1 |
| SCANimate: Weakly Supervised Learning of Skinned Clothed Avatar Networks | Apr 7, 2021 | 3D Human ReconstructionWeakly-supervised Learning | CodeCode Available | 1 |
| Weakly supervised segmentation with cross-modality equivariant constraints | Apr 6, 2021 | Data AugmentationSemantic Segmentation | CodeCode Available | 1 |
| Relation-aware Instance Refinement for Weakly Supervised Visual Grounding | Mar 24, 2021 | ObjectRelation | CodeCode Available | 1 |
| Multi-Class Multiple Instance Learning for Predicting Precursors to Aviation Safety Events | Mar 10, 2021 | Anomaly DetectionBIG-bench Machine Learning | —Unverified | 0 |
| Learning Class-Agnostic Pseudo Mask Generation for Box-Supervised Semantic Segmentation | Mar 9, 2021 | SegmentationSemantic Segmentation | CodeCode Available | 1 |
| Towards Unbiased COVID-19 Lesion Localisation and Segmentation via Weakly Supervised Learning | Mar 1, 2021 | DecoderGenerative Adversarial Network | CodeCode Available | 0 |
| A Hierarchical Conditional Random Field-based Attention Mechanism Approach for Gastric Histopathology Image Classification | Feb 21, 2021 | ClassificationEnsemble Learning | —Unverified | 0 |
| Weakly Supervised Learning of Rigid 3D Scene Flow | Feb 17, 2021 | Autonomous DrivingScene Flow Estimation | CodeCode Available | 1 |
| Learning from Similarity-Confidence Data | Feb 13, 2021 | Weakly-supervised Learning | —Unverified | 0 |
| Learning Multi-Modal Volumetric Prostate Registration with Weak Inter-Subject Spatial Correspondence | Feb 9, 2021 | Image RegistrationSegmentation | —Unverified | 0 |
| Disambiguation of weak supervision with exponential convergence rates | Feb 4, 2021 | BIG-bench Machine LearningWeakly-supervised Learning | CodeCode Available | 1 |
| Weakly Supervised Learning for Facial Behavior Analysis : A Review | Jan 25, 2021 | Weakly-supervised Learning | CodeCode Available | 0 |
| Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation | Jan 1, 2021 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 0 |
| OT-LLP: Optimal Transport for Learning from Label Proportions | Jan 1, 2021 | Weakly-supervised Learning | —Unverified | 0 |
| Sparse Coding-inspired GAN for Weakly Supervised Hyperspectral Anomaly Detection | Jan 1, 2021 | Anomaly DetectionDecoder | —Unverified | 0 |
| Cut out the annotator, keep the cutout: better segmentation with weak supervision | Jan 1, 2021 | Data AugmentationFew-Shot Learning | —Unverified | 0 |
| From Handheld to Unconstrained Object Detection: a Weakly-supervised On-line Learning Approach | Dec 28, 2020 | Active LearningLine Detection | —Unverified | 0 |
| Learning by Fixing: Solving Math Word Problems with Weak Supervision | Dec 19, 2020 | MathWeakly-supervised Learning | CodeCode Available | 1 |
| From Weakly Supervised Learning to Biquality Learning: an Introduction | Dec 16, 2020 | Weakly-supervised Learning | —Unverified | 0 |
| Early Detection of Fake News by Utilizing the Credibility of News, Publishers, and Users Based on Weakly Supervised Learning | Dec 8, 2020 | Fake News DetectionWeakly-supervised Learning | CodeCode Available | 1 |
