| Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning | Jul 10, 2019 | Deep Learning | CodeCode Available | 1 |
| High-Performance Deep Learning via a Single Building Block | Jun 15, 2019 | CPUDeep Learning | CodeCode Available | 1 |
| Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers | Jun 9, 2019 | Adversarial AttackAdversarial Defense | CodeCode Available | 1 |
| ArcticNet: A Deep Learning Solution to Classify Arctic Wetlands | Jun 1, 2019 | Deep Learning | CodeCode Available | 1 |
| ADMM for Efficient Deep Learning with Global Convergence | May 31, 2019 | Deep LearningStochastic Optimization | CodeCode Available | 1 |
| Bypassing Backdoor Detection Algorithms in Deep Learning | May 31, 2019 | Deep Learning | CodeCode Available | 1 |
| Combating Label Noise in Deep Learning Using Abstention | May 27, 2019 | Deep LearningGeneral Classification | CodeCode Available | 1 |
| ViterbiNet: A Deep Learning Based Viterbi Algorithm for Symbol Detection | May 26, 2019 | Deep LearningMeta-Learning | CodeCode Available | 1 |
| Deep Learning for Sequential Recommendation: Algorithms, Influential Factors, and Evaluations | Apr 30, 2019 | Deep LearningRecommendation Systems | CodeCode Available | 1 |
| DeepMoD: Deep learning for Model Discovery in noisy data | Apr 20, 2019 | Deep LearningModel Discovery | CodeCode Available | 1 |
| MOSNet: Deep Learning based Objective Assessment for Voice Conversion | Apr 17, 2019 | Deep LearningVoice Conversion | CodeCode Available | 1 |
| Mumford-Shah Loss Functional for Image Segmentation with Deep Learning | Apr 5, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| FaceQnet: Quality Assessment for Face Recognition based on Deep Learning | Apr 3, 2019 | Deep LearningFace Recognition | CodeCode Available | 1 |
| Segmentation-Based Deep-Learning Approach for Surface-Defect Detection | Mar 20, 2019 | Anomaly DetectionDeep Learning | CodeCode Available | 1 |
| Graph Colouring Meets Deep Learning: Effective Graph Neural Network Models for Combinatorial Problems | Mar 11, 2019 | Deep LearningGraph Neural Network | CodeCode Available | 1 |
| Deep learning observables in computational fluid dynamics | Mar 7, 2019 | Deep LearningEfficient Neural Network | CodeCode Available | 1 |
| Evolutionary Neural AutoML for Deep Learning | Feb 18, 2019 | AutoMLDeep Learning | CodeCode Available | 1 |
| Cyclical Stochastic Gradient MCMC for Bayesian Deep Learning | Feb 11, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Fake News Detection on Social Media using Geometric Deep Learning | Feb 10, 2019 | Common Sense ReasoningDeep Learning | CodeCode Available | 1 |
| A Simple Baseline for Bayesian Uncertainty in Deep Learning | Feb 7, 2019 | Bayesian InferenceDeep Learning | CodeCode Available | 1 |
| Chester: A Web Delivered Locally Computed Chest X-Ray Disease Prediction System | Jan 31, 2019 | Deep LearningDisease Prediction | CodeCode Available | 1 |
| A Framework for Deep Constrained Clustering -- Algorithms and Advances | Jan 29, 2019 | ClusteringConstrained Clustering | CodeCode Available | 1 |
| Exploring Transfer Learning for Low Resource Emotional TTS | Jan 14, 2019 | Deep LearningEmotional Speech Synthesis | CodeCode Available | 1 |
| Post-mortem Iris Recognition with Deep-Learning-based Image Segmentation | Jan 7, 2019 | Deep LearningImage Segmentation | CodeCode Available | 1 |
| Semi-Supervised Deep Learning for Abnormality Classification in Retinal Images | Dec 19, 2018 | Deep LearningGeneral Classification | CodeCode Available | 1 |
