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| The HSIC Bottleneck: Deep Learning without Back-Propagation | Aug 5, 2019 | ClassificationDeep Learning | CodeCode Available | 1 |
| Improving Attacks on Round-Reduced Speck32/64 Using Deep Learning | Aug 1, 2019 | Bayesian OptimizationCryptanalysis | CodeCode Available | 1 |
| Convergence of Edge Computing and Deep Learning: A Comprehensive Survey | Jul 19, 2019 | Cloud ComputingDeep Learning | CodeCode Available | 1 |
| Deep Lagrangian Networks: Using Physics as Model Prior for Deep Learning | Jul 10, 2019 | Deep Learning | CodeCode Available | 1 |
| Deep Lagrangian Networks for end-to-end learning of energy-based control for under-actuated systems | Jul 10, 2019 | Deep LearningDeep Reinforcement 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 |