| Theory of Deep Learning IIb: Optimization Properties of SGD | Jan 7, 2018 | Deep Learning | —Unverified | 0 |
| VulDeePecker: A Deep Learning-Based System for Vulnerability Detection | Jan 5, 2018 | Deep LearningVulnerability Detection | CodeCode Available | 0 |
| Deep learning for word-level handwritten Indic script identification | Jan 5, 2018 | Deep Learning | —Unverified | 0 |
| Learning Implicit Brain MRI Manifolds with Deep Learning | Jan 5, 2018 | Deep LearningDenoising | —Unverified | 0 |
| Combination of Hyperband and Bayesian Optimization for Hyperparameter Optimization in Deep Learning | Jan 5, 2018 | Bayesian OptimizationDeep Learning | —Unverified | 0 |
| Deep Learning Reconstruction for 9-View Dual Energy CT Baggage Scanner | Jan 4, 2018 | 3D ReconstructionComputed Tomography (CT) | —Unverified | 0 |
| DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging | Jan 4, 2018 | Deep Learning | —Unverified | 0 |
| Deep Learning for Forecasting Stock Returns in the Cross-Section | Jan 3, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| Deep Learning: A Critical Appraisal | Jan 2, 2018 | Deep Learningspeech-recognition | CodeCode Available | 0 |
| Threat of Adversarial Attacks on Deep Learning in Computer Vision: A Survey | Jan 2, 2018 | Deep LearningSelf-Driving Cars | CodeCode Available | 0 |
| High Dimensional Spaces, Deep Learning and Adversarial Examples | Jan 2, 2018 | Deep LearningVocal Bursts Intensity Prediction | —Unverified | 0 |
| SHADE: SHAnnon DEcay Information-Based Regularization for Deep Learning | Jan 1, 2018 | Deep LearningGeneral Classification | —Unverified | 0 |
| LSH Softmax: Sub-Linear Learning and Inference of the Softmax Layer in Deep Architectures | Jan 1, 2018 | Deep LearningLanguage Modeling | —Unverified | 0 |
| AirNet: a machine learning dataset for air quality forecasting | Jan 1, 2018 | BIG-bench Machine LearningDeep Learning | —Unverified | 0 |
| On the Information Bottleneck Theory of Deep Learning | Jan 1, 2018 | Deep LearningInformation Plane | CodeCode Available | 0 |
| Deep Learning Inferences with Hybrid Homomorphic Encryption | Jan 1, 2018 | Deep LearningPrivacy Preserving | —Unverified | 0 |
| Deep Learning with Logged Bandit Feedback | Jan 1, 2018 | counterfactualDeep Learning | —Unverified | 0 |
| Iterative temporal differencing with fixed random feedback alignment support spike-time dependent plasticity in vanilla backpropagation for deep learning | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Towards Safe Deep Learning: Unsupervised Defense Against Generic Adversarial Attacks | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Link Weight Prediction with Node Embeddings | Jan 1, 2018 | Deep LearningGraph Mining | —Unverified | 0 |
| CAYLEYNETS: SPECTRAL GRAPH CNNS WITH COMPLEX RATIONAL FILTERS | Jan 1, 2018 | Community DetectionDeep Learning | —Unverified | 0 |
| Exploring the Hidden Dimension in Accelerating Convolutional Neural Networks | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Post-training for Deep Learning | Jan 1, 2018 | Deep LearningUnsupervised Pre-training | —Unverified | 0 |
| Accelerating Deep Learning with Memcomputing | Jan 1, 2018 | Deep Learning | —Unverified | 0 |
| Theory of Deep Learning III: explaining the non-overfitting puzzle | Dec 30, 2017 | Deep LearningGeneral Classification | —Unverified | 0 |