| Comprehensive Privacy Analysis of Deep Learning: Passive and Active White-box Inference Attacks against Centralized and Federated Learning | Dec 3, 2018 | Deep LearningFederated Learning | CodeCode Available | 1 |
| LSICC: A Large Scale Informal Chinese Corpus | Nov 26, 2018 | Chinese Word SegmentationDeep Learning | CodeCode Available | 1 |
| End-to-end music source separation: is it possible in the waveform domain? | Oct 29, 2018 | Deep LearningMusic Source Separation | CodeCode Available | 1 |
| DeepWeeds: A Multiclass Weed Species Image Dataset for Deep Learning | Oct 9, 2018 | ClassificationDeep Learning | CodeCode Available | 1 |
| Hartley Spectral Pooling for Deep Learning | Oct 7, 2018 | Deep LearningDimensionality Reduction | CodeCode Available | 1 |
| Guiding Deep Learning System Testing using Surprise Adequacy | Aug 25, 2018 | Autonomous DrivingDeep Learning | CodeCode Available | 1 |
| DLOPT: Deep Learning Optimization Library | Jul 10, 2018 | Deep Learning | CodeCode Available | 1 |
| This Looks Like That: Deep Learning for Interpretable Image Recognition | Jun 27, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Deep learning to represent sub-grid processes in climate models | Jun 12, 2018 | Deep Learning | CodeCode Available | 1 |
| Evidential Deep Learning to Quantify Classification Uncertainty | Jun 5, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
