| Secost: Sequential co-supervision for large scale weakly labeled audio event detection | Oct 25, 2019 | Event DetectionKnowledge Distillation | —Unverified | 0 |
| Learning from Indirect Observations | Oct 10, 2019 | Weakly-supervised Learning | CodeCode Available | 1 |
| Prostate cancer inference via weakly-supervised learning using a large collection of negative MRI | Oct 5, 2019 | ManagementWeakly-supervised Learning | —Unverified | 0 |
| Learning to Jointly Generate and Separate Reflections | Oct 1, 2019 | Multi-Task LearningReflection Removal | —Unverified | 0 |
| Connectivity-constrained interactive annotations for panoptic segmentation | Sep 25, 2019 | Panoptic SegmentationSegmentation | —Unverified | 0 |
| PassNet: Learning pass probability surfaces from single-location labels. An architecture for visually-interpretable soccer analytics | Sep 25, 2019 | Decision MakingSports Analytics | —Unverified | 0 |
| SoftLoc: Robust Temporal Localization under Label Misalignment | Sep 25, 2019 | PositionTemporal Localization | CodeCode Available | 0 |
| Localization with Limited Annotation for Chest X-rays | Sep 19, 2019 | Weakly-supervised Learning | —Unverified | 0 |
| Bridging the domain gap in cross-lingual document classification | Sep 16, 2019 | ClassificationCross-Domain Document Classification | CodeCode Available | 0 |
| CELNet: Evidence Localization for Pathology Images using Weakly Supervised Learning | Sep 16, 2019 | Diagnosticimage-classification | —Unverified | 0 |
| Learning Spatial Awareness to Improve Crowd Counting | Sep 16, 2019 | Crowd CountingWeakly-supervised Learning | —Unverified | 0 |
| Weakly-Supervised 3D Pose Estimation from a Single Image using Multi-View Consistency | Sep 13, 2019 | 3D Human Pose Estimation3D Pose Estimation | —Unverified | 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 |
| Self-supervised Scale Equivariant Network for Weakly Supervised Semantic Segmentation | Sep 9, 2019 | SegmentationSemantic Segmentation | CodeCode Available | 0 |
| Dynamic Context Correspondence Network for Semantic Alignment | Sep 8, 2019 | Semantic correspondenceWeakly-supervised 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 |
| Knowledge-guided Pairwise Reconstruction Network for Weakly Supervised Referring Expression Grounding | Sep 5, 2019 | ObjectReferring Expression | CodeCode Available | 0 |
| CAMEL: A Weakly Supervised Learning Framework for Histopathology Image Segmentation | Aug 28, 2019 | Image SegmentationMultiple Instance Learning | CodeCode Available | 0 |
| Curved Text Detection in Natural Scene Images with Semi- and Weakly-Supervised Learning | Aug 27, 2019 | Curved Text DetectionText Detection | —Unverified | 0 |
| Semantic-Transferable Weakly-Supervised Endoscopic Lesions Segmentation | Aug 21, 2019 | Pseudo LabelSegmentation | —Unverified | 0 |
| Weakly-supervised Action Localization with Background Modeling | Aug 19, 2019 | Action LocalizationWeakly Supervised Action Localization | —Unverified | 0 |
| A Survey on Deep Learning of Small Sample in Biomedical Image Analysis | Aug 1, 2019 | Active LearningData Augmentation | CodeCode Available | 0 |
| More Supervision, Less Computation: Statistical-Computational Tradeoffs in Weakly Supervised Learning | Jul 14, 2019 | Binary ClassificationComputational Efficiency | —Unverified | 0 |
| Weakly Supervised Clustering by Exploiting Unique Class Count | Jun 18, 2019 | ClusteringMultiple Instance Learning | CodeCode Available | 0 |
| Show, Match and Segment: Joint Weakly Supervised Learning of Semantic Matching and Object Co-segmentation | Jun 13, 2019 | ObjectSegmentation | CodeCode Available | 0 |
