| Domain Adaptation with Pre-trained Transformers for Query-Focused Abstractive Text Summarization | Jun 1, 2022 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 0 |
| Perturbed Self-Distillation: Weakly Supervised Large-Scale Point Cloud Semantic Segmentation | Jan 1, 2021 | Self-Supervised LearningSemantic Segmentation | CodeCode Available | 0 |
| Domain Adaptation with Pre-trained Transformers for Query Focused Abstractive Text Summarization | Dec 22, 2021 | Abstractive Text SummarizationDomain Adaptation | CodeCode Available | 0 |
| Physics-Informed Weakly Supervised Learning for Interatomic Potentials | Jul 23, 2024 | Computational chemistryWeakly-supervised Learning | CodeCode Available | 0 |
| Pixel-wise Dense Detector for Image Inpainting | Nov 4, 2020 | DecoderImage Inpainting | CodeCode Available | 0 |
| Weakly Supervised Deep Detection Networks | Nov 9, 2015 | ClassificationData Augmentation | CodeCode Available | 0 |
| TAR: Generalized Forensic Framework to Detect Deepfakes using Weakly Supervised Learning | May 13, 2021 | DeepFake DetectionFace Swapping | CodeCode Available | 0 |
| Discover and Learn New Objects from Documentaries | Jul 30, 2017 | ObjectWeakly-supervised Learning | CodeCode Available | 0 |
| Tell Me Where to Look: Guided Attention Inference Network | Feb 27, 2018 | Object LocalizationSemantic Segmentation | CodeCode Available | 0 |
| Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos | Aug 3, 2022 | Action LocalizationEmotion Classification | CodeCode Available | 0 |
| Weakly Supervised Deep Image Hashing through Tag Embeddings | Jun 15, 2018 | Deep HashingImage Retrieval | CodeCode Available | 0 |
| WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation | Jul 1, 2017 | General Classificationimage-classification | CodeCode Available | 0 |
| A Weakly Supervised Learning Method for Cell Detection and Tracking Using Incomplete Initial Annotations | Nov 7, 2023 | Cell DetectionCell Tracking | CodeCode Available | 0 |
| Theoretical Proportion Label Perturbation for Learning from Label Proportions in Large Bags | Aug 26, 2024 | GPUWeakly-supervised Learning | CodeCode Available | 0 |
| Probabilistic Attention based on Gaussian Processes for Deep Multiple Instance Learning | Feb 8, 2023 | Gaussian ProcessesMultiple Instance Learning | CodeCode Available | 0 |
| Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey | Sep 8, 2019 | General ClassificationModel Selection | CodeCode Available | 0 |
| CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation | Aug 28, 2019 | Image SegmentationMultiple Instance Learning | CodeCode Available | 0 |
| Weakly Supervised Formula Learner for Solving Mathematical Problems | Oct 1, 2022 | Mathematical ReasoningQuestion Answering | CodeCode Available | 0 |
| Deep-learning-based Early Fixing for Gas-lifted Oil Production Optimization: Supervised and Weakly-supervised Approaches | Sep 1, 2023 | Weakly-supervised Learning | CodeCode Available | 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 segmentation of intracranial aneurysms using a novel 3D focal modulation UNet | Aug 6, 2023 | Image SegmentationLearning with coarse labels | CodeCode Available | 0 |
| ProPML: Probability Partial Multi-label Learning | Mar 12, 2024 | Multi-Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Weakly Supervised Clustering by Exploiting Unique Class Count | Jun 18, 2019 | ClusteringMultiple Instance Learning | CodeCode Available | 0 |
| A Closer Look at Weak Label Learning for Audio Events | Apr 24, 2018 | Audio ClassificationEvent Detection | CodeCode Available | 0 |
| Weakly Supervised Segmentation on Outdoor 4D Point Clouds With Temporal Matching and Spatial Graph Propagation | Jan 1, 2022 | Point Cloud SegmentationScene Understanding | CodeCode Available | 0 |
