| 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 |
| Relational inductive biases, deep learning, and graph networks | Jun 4, 2018 | Decision MakingDeep Learning | CodeCode Available | 1 |
| k-Space Deep Learning for Accelerated MRI | May 10, 2018 | compressed sensingDeep Learning | CodeCode Available | 1 |
| μ-cuDNN: Accelerating Deep Learning Frameworks with Micro-Batching | Apr 13, 2018 | Deep LearningGPU | CodeCode Available | 1 |
| Learning to Reweight Examples for Robust Deep Learning | Mar 24, 2018 | Deep LearningMeta-Learning | CodeCode Available | 1 |
| SEGEN: Sample-Ensemble Genetic Evolutional Network Model | Mar 23, 2018 | Deep LearningEnsemble Learning | CodeCode Available | 1 |
| Deep Hidden Physics Models: Deep Learning of Nonlinear Partial Differential Equations | Jan 20, 2018 | Deep Learning | CodeCode Available | 1 |
| MoDL: Model Based Deep Learning Architecture for Inverse Problems | Dec 7, 2017 | Deep LearningGPU | CodeCode Available | 1 |
| Boosted Cascaded Convnets for Multilabel Classification of Thoracic Diseases in Chest Radiographs | Nov 23, 2017 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| Online Deep Learning: Learning Deep Neural Networks on the Fly | Nov 10, 2017 | Deep Learning | CodeCode Available | 1 |
| HDLTex: Hierarchical Deep Learning for Text Classification | Sep 24, 2017 | ClassificationDeep Learning | CodeCode Available | 1 |
| Adaptive Laplace Mechanism: Differential Privacy Preservation in Deep Learning | Sep 18, 2017 | Deep Learning | CodeCode Available | 1 |
| NiftyNet: a deep-learning platform for medical imaging | Sep 11, 2017 | Data AugmentationDeep Learning | CodeCode Available | 1 |
| Deep learning from crowds | Sep 6, 2017 | Deep Learning | CodeCode Available | 1 |
| DGM: A deep learning algorithm for solving partial differential equations | Aug 24, 2017 | Deep Learning | CodeCode Available | 1 |
| Automated Website Fingerprinting through Deep Learning | Aug 21, 2017 | Deep LearningFeature Engineering | CodeCode Available | 1 |
