| Master's Thesis : Deep Learning for Visual Recognition | Oct 18, 2016 | Deep LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| GaIA: Graphical Information Gain based Attention Network for Weakly Supervised Point Cloud Semantic Segmentation | Oct 2, 2022 | Scene UnderstandingSegmentation | CodeCode Available | 0 | 5 |
| Dilated Context Integrated Network with Cross-Modal Consensus for Temporal Emotion Localization in Videos | Aug 3, 2022 | Action LocalizationEmotion Classification | CodeCode Available | 0 | 5 |
| Bridging the domain gap in cross-lingual document classification | Sep 16, 2019 | ClassificationCross-Domain Document Classification | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep Learning | CodeCode Available | 0 | 5 |
| An Unbiased Risk Estimator for Partial Label Learning with Augmented Classes | Sep 29, 2024 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Learning Semantic Segmentation with Query Points Supervision on Aerial Images | Sep 11, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Learning to Generate Visual Questions with Noisy Supervision | Dec 1, 2021 | Question GenerationQuestion-Generation | CodeCode Available | 0 | 5 |
| How does Disagreement Help Generalization against Label Corruption? | Jan 14, 2019 | Learning with noisy labelsMemorization | CodeCode Available | 0 | 5 |
| Weak Human Preference Supervision For Deep Reinforcement Learning | Jul 25, 2020 | Deep Reinforcement LearningMuJoCo | CodeCode Available | 0 | 5 |
| Deep Weakly-Supervised Learning Methods for Classification and Localization in Histology Images: A Survey | Sep 8, 2019 | General ClassificationModel Selection | CodeCode Available | 0 | 5 |
| Learning from Video and Text via Large-Scale Discriminative Clustering | Jul 27, 2017 | Action RecognitionClustering | CodeCode Available | 0 | 5 |
| Bootstrapping World Models from Dynamics Models in Multimodal Foundation Models | Jun 6, 2025 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| A Closer Look at Weak Label Learning for Audio Events | Apr 24, 2018 | Audio ClassificationEvent Detection | CodeCode Available | 0 | 5 |
| Learning more expressive joint distributions in multimodal variational methods | Sep 8, 2020 | ColorizationVariational Inference | CodeCode Available | 0 | 5 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Importance Reweighting for Biquality Learning | Oct 19, 2020 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| SepLL: Separating Latent Class Labels from Weak Supervision Noise | Oct 25, 2022 | text-classificationText Classification | CodeCode Available | 0 | 5 |
| Injecting Domain Knowledge from Empirical Interatomic Potentials to Neural Networks for Predicting Material Properties | Oct 14, 2022 | Drug DiscoveryTransfer Learning | CodeCode Available | 0 | 5 |
| MediFact at MEDIQA-M3G 2024: Medical Question Answering in Dermatology with Multimodal Learning | Apr 27, 2024 | Answer GenerationMedical Question Answering | CodeCode Available | 0 | 5 |
| Learning 3D Shape Completion under Weak Supervision | May 18, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| 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 | 5 |
| Learning 3D Shape Completion From Laser Scan Data With Weak Supervision | Jun 1, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
