| 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 |
| META: Metadata-Empowered Weak Supervision for Text Classification | Nov 1, 2020 | ClassificationGeneral Classification | 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 |
| Master's Thesis : Deep Learning for Visual Recognition | Oct 18, 2016 | Deep LearningWeakly-supervised Learning | 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 |
| Weakly Supervised Deep Detection Networks | Nov 9, 2015 | ClassificationData Augmentation | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep 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 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | 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 to Generate Visual Questions with Noisy Supervision | Dec 1, 2021 | Question GenerationQuestion-Generation | CodeCode Available | 0 | 5 |
| Deep Domain Adaptation for Ordinal Regression of Pain Intensity Estimation Using Weakly-Labelled Videos | Aug 13, 2020 | Depression DetectionDomain Adaptation | CodeCode Available | 0 | 5 |
| GasHisSDB: A New Gastric Histopathology Image Dataset for Computer Aided Diagnosis of Gastric Cancer | Jun 4, 2021 | BIG-bench Machine LearningDiagnostic | CodeCode Available | 0 | 5 |
| CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images | Aug 3, 2018 | Image ClassificationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations | Dec 11, 2023 | Semantic SegmentationWeakly-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 |
| MambaEviScrib: Mamba and Evidence-Guided Consistency Enhance CNN Robustness for Scribble-Based Weakly Supervised Ultrasound Image Segmentation | Sep 28, 2024 | Image SegmentationMamba | CodeCode Available | 0 | 5 |
| Learning 3D Human Pose from Structure and Motion | Nov 25, 2017 | 3D Human Pose EstimationMonocular 3D Human Pose Estimation | 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 |
| Learning 3D Shape Completion under Weak Supervision | May 18, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Decompositional Generation Process for Instance-Dependent Partial Label Learning | Apr 8, 2022 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| An efficient framework based on large foundation model for cervical cytopathology whole slide image screening | Jul 16, 2024 | Contrastive LearningMultiple Instance Learning | CodeCode Available | 0 | 5 |
| A New Benchmark and Progress Toward Improved Weakly Supervised Learning | Jun 30, 2018 | AllWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Learning from True-False Labels via Multi-modal Prompt Retrieving | May 24, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
