| Task Agnostic Robust Learning on Corrupt Outputs by Correlation-Guided Mixture Density Networks | May 16, 2018 | Autonomous DrivingGeneral Classification | CodeCode Available | 0 |
| Explicit Document Modeling through Weighted Multiple-Instance Learning | Feb 17, 2017 | Multiple Instance LearningSentence | CodeCode Available | 0 |
| A Survey on Deep Learning of Small Sample in Biomedical Image Analysis | Aug 1, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| Analyzing Differentiable Fuzzy Logic Operators | Feb 14, 2020 | Weakly-supervised Learning | CodeCode Available | 0 |
| SoftLoc: Robust Temporal Localization under Label Misalignment | Sep 25, 2019 | PositionTemporal Localization | CodeCode Available | 0 |
| On the detection of Out-Of-Distribution samples in Multiple Instance Learning | Sep 11, 2023 | Multiple Instance LearningOut of Distribution (OOD) Detection | CodeCode Available | 0 |
| On the Generalizability of Foundation Models for Crop Type Mapping | Sep 14, 2024 | Crop ClassificationCrop Type Mapping | CodeCode Available | 0 |
| CEREBRUM: a fast and fully-volumetric Convolutional Encoder-decodeR for weakly-supervised sEgmentation of BRain strUctures from out-of-the-scanner MRI | Sep 11, 2019 | DecoderSegmentation | CodeCode Available | 0 |
| On the Power of Deep but Naive Partial Label Learning | Oct 22, 2020 | Partial Label LearningWeakly-supervised Learning | CodeCode Available | 0 |
| Point Cloud Semantic Segmentation with Sparse and Inhomogeneous Annotations | Dec 11, 2023 | Semantic SegmentationWeakly-supervised Learning | CodeCode Available | 0 |
