| Multiple Instance Learning: A Survey of Problem Characteristics and Applications | Dec 11, 2016 | BenchmarkingDocument Classification | CodeCode Available | 0 | 5 |
| Medical Image Segmentation Using Deep Learning: A Survey | Sep 28, 2020 | Data AugmentationDeep Learning | CodeCode Available | 0 | 5 |
| mil-benchmarks: Standardized Evaluation of Deep Multiple-Instance Learning Techniques | May 4, 2021 | Multiple Instance LearningWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Losses over Labels: Weakly Supervised Learning via Direct Loss Construction | Dec 13, 2022 | feature selectionimage-classification | 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 |
| LFSamba: Marry SAM with Mamba for Light Field Salient Object Detection | Nov 11, 2024 | Mambaobject-detection | CodeCode Available | 0 | 5 |
| Mask the Unknown: Assessing Different Strategies to Handle Weak Annotations in the MICCAI2023 Mediastinal Lymph Node Quantification Challenge | Jun 20, 2024 | SegmentationWeakly-supervised Learning | CodeCode Available | 0 | 5 |
| Modeling Emotional Trajectories in Written Stories Utilizing Transformers and Weakly-Supervised Learning | Jun 4, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Non-I.I.D. Multi-Instance Learning for Predicting Instance and Bag Labels using Variational Auto-Encoder | May 4, 2021 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Learning Group Importance using the Differentiable Hypergeometric Distribution | Mar 3, 2022 | ClusteringSelection bias | CodeCode Available | 0 | 5 |
| Constrained Labeling for Weakly Supervised Learning | Sep 15, 2020 | image-classificationImage Classification | CodeCode Available | 0 | 5 |
| Learning to Generate Visual Questions with Noisy Supervision | Dec 1, 2021 | Question GenerationQuestion-Generation | CodeCode Available | 0 | 5 |
| Constrained-CNN losses for weakly supervised segmentation | May 12, 2018 | Medical Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning Semantic Segmentation with Query Points Supervision on Aerial Images | Sep 11, 2023 | Image SegmentationSegmentation | CodeCode Available | 0 | 5 |
| Learning from True-False Labels via Multi-modal Prompt Retrieving | May 24, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Conformal Prediction with Partially Labeled Data | Jun 1, 2023 | Conformal PredictionPrediction | CodeCode Available | 0 | 5 |
| Learning from Video and Text via Large-Scale Discriminative Clustering | Jul 27, 2017 | Action RecognitionClustering | CodeCode Available | 0 | 5 |
| Learning from Reduced Labels for Long-Tailed Data | Mar 25, 2024 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| Learning more expressive joint distributions in multimodal variational methods | Sep 8, 2020 | ColorizationVariational Inference | CodeCode Available | 0 | 5 |
| Learning 3D Shape Completion under Weak Supervision | May 18, 2018 | 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 |
| Cluster-Based Learning from Weakly Labeled Bags in Digital Pathology | Nov 28, 2018 | Weakly-supervised Learning | CodeCode Available | 0 | 5 |
| 3D Face Modeling From Diverse Raw Scan Data | Feb 13, 2019 | 3D Face Modelling3D Face Reconstruction | CodeCode Available | 0 | 5 |
| AsyCo: An Asymmetric Dual-task Co-training Model for Partial-label Learning | Jul 21, 2024 | Partial Label LearningPartially Labeled Datasets | CodeCode Available | 0 | 5 |
| CLASS-M: Adaptive stain separation-based contrastive learning with pseudo-labeling for histopathological image classification | Dec 12, 2023 | Contrastive LearningHistopathological Image Classification | CodeCode Available | 0 | 5 |
