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| Characterizing Membership Privacy in Stochastic Gradient Langevin Dynamics | Oct 5, 2019 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Self-supervised Feature Learning for 3D Medical Images by Playing a Rubik's Cube | Oct 5, 2019 | Brain Tumor SegmentationDeep Learning | —Unverified | 0 |
| Partial differential equation regularization for supervised machine learning | Oct 3, 2019 | BIG-bench Machine LearningClassification | —Unverified | 0 |
| A deep surrogate approach to efficient Bayesian inversion in PDE and integral equation models | Oct 3, 2019 | Bayesian InferenceDeep Learning | —Unverified | 0 |
| Deep Learning Predictive Band Switching in Wireless Networks | Oct 2, 2019 | Deep Learning | CodeCode Available | 0 |
| Neural Network Applications in Earthquake Prediction (1994-2019): Meta-Analytic Insight on their Limitations | Oct 2, 2019 | ArticlesDeep Learning | —Unverified | 0 |
| Deep learning within a priori temporal feature spaces for large-scale dynamic MR image reconstruction: Application to 5-D cardiac MR Multitasking | Oct 2, 2019 | Deep LearningImage Reconstruction | —Unverified | 0 |
| Accelerating Deep Learning by Focusing on the Biggest Losers | Oct 2, 2019 | Deep Learning | CodeCode Available | 0 |
| Practical Deep Learning for Cloud, Mobile, and Edge | Oct 1, 2019 | Deep LearningTransfer Learning | CodeCode Available | 0 |
| Deep Learning for Light Field Saliency Detection | Oct 1, 2019 | Deep LearningSaliency Detection | —Unverified | 0 |
| Deep Learning for Seeing Through Window With Raindrops | Oct 1, 2019 | Deep Learning | —Unverified | 0 |
| Deep learning at scale for subgrid modeling in turbulent flows | Oct 1, 2019 | Deep Learningregression | —Unverified | 0 |
| NGEMM: Optimizing GEMM for Deep Learning via Compiler-based Techniques | Oct 1, 2019 | Deep LearningQuantization | —Unverified | 0 |
| Truth or Backpropaganda? An Empirical Investigation of Deep Learning Theory | Oct 1, 2019 | Deep LearningLearning Theory | CodeCode Available | 0 |
| Deep learning for Chemometric and non-translational data | Oct 1, 2019 | Deep LearningSmall Data Image Classification | CodeCode Available | 0 |
| MIOpen: An Open Source Library For Deep Learning Primitives | Sep 30, 2019 | Deep LearningGPU | CodeCode Available | 0 |
| Deep learning tools for the measurement of animal behavior in neuroscience | Sep 30, 2019 | Deep LearningPose Estimation | CodeCode Available | 3 |
| Interpretations are useful: penalizing explanations to align neural networks with prior knowledge | Sep 30, 2019 | Deep Learning | CodeCode Available | 1 |
| Full error analysis for the training of deep neural networks | Sep 30, 2019 | Deep Learning | —Unverified | 0 |
| Unfolding the Structure of a Document using Deep Learning | Sep 29, 2019 | ArticlesDeep Learning | —Unverified | 0 |
| Fake news detection using Deep Learning | Sep 29, 2019 | Deep LearningFake News Detection | CodeCode Available | 0 |
| Evaluation of Deep Learning-based prediction models in Microgrids | Sep 29, 2019 | Deep Learningenergy management | —Unverified | 0 |
| META^2: Memory-efficient taxonomic classification and abundance estimation for metagenomics with deep learning | Sep 28, 2019 | ClassificationDeep Learning | CodeCode Available | 0 |
| Deep K-SVD Denoising | Sep 28, 2019 | Deep LearningDenoising | —Unverified | 0 |
| Robust Membership Encoding: Inference Attacks and Copyright Protection for Deep Learning | Sep 27, 2019 | Deep LearningModel Compression | —Unverified | 0 |
| Counterfactual States for Atari Agents via Generative Deep Learning | Sep 27, 2019 | counterfactualDecision Making | —Unverified | 0 |
| Explainable Deep Learning for Augmentation of sRNA Expression Profiles | Sep 26, 2019 | Data AugmentationDeep Learning | —Unverified | 0 |
| A Hybrid Deep Learning Architecture for Leukemic B-lymphoblast Classification | Sep 26, 2019 | ClassificationData Augmentation | —Unverified | 0 |
| Deep Learning and Random Forest-Based Augmentation of sRNA Expression Profiles | Sep 26, 2019 | Deep LearningGeneral Classification | —Unverified | 0 |
| Exascale Deep Learning to Accelerate Cancer Research | Sep 26, 2019 | Deep LearningNeural Architecture Search | —Unverified | 0 |
| Deep Learning-based Polar Code Design | Sep 26, 2019 | DecoderDeep Learning | —Unverified | 0 |
| DeepAGREL: Biologically plausible deep learning via direct reinforcement | Sep 25, 2019 | Deep Learningimage-classification | —Unverified | 0 |
| A Mechanism of Implicit Regularization in Deep Learning | Sep 25, 2019 | Deep LearningGeneralization Bounds | —Unverified | 0 |
| Evidence-Aware Entropy Decomposition For Active Deep Learning | Sep 25, 2019 | Deep LearningDensity Estimation | —Unverified | 0 |
| Learning Underlying Physical Properties From Observations For Trajectory Prediction | Sep 25, 2019 | Deep LearningPrediction | —Unverified | 0 |
| SGD with Hardness Weighted Sampling for Distributionally Robust Deep Learning | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Deep symbolic regression | Sep 25, 2019 | Deep Learningregression | —Unverified | 0 |
| An Optimization Principle Of Deep Learning? | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Forecasting Deep Learning Dynamics with Applications to Hyperparameter Tuning | Sep 25, 2019 | Deep LearningLanguage Modeling | —Unverified | 0 |
| Disentangling Trainability and Generalization in Deep Learning | Sep 25, 2019 | Deep LearningGaussian Processes | —Unverified | 0 |
| A new perspective in understanding of Adam-Type algorithms and beyond | Sep 25, 2019 | Deep LearningVocal Bursts Type Prediction | —Unverified | 0 |
| A Dynamic Approach to Accelerate Deep Learning Training | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| On the Tunability of Optimizers in Deep Learning | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Synthetic vs Real: Deep Learning on Controlled Noise | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Near-Zero-Cost Differentially Private Deep Learning with Teacher Ensembles | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Amortized Nesterov's Momentum: Robust and Lightweight Momentum for Deep Learning | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| A Kolmogorov Complexity Approach to Generalization in Deep Learning | Sep 25, 2019 | ClassificationDeep Learning | —Unverified | 0 |
| Credible Sample Elicitation by Deep Learning, for Deep Learning | Sep 25, 2019 | Deep Learning | —Unverified | 0 |
| Deep-learning-based Breast CT for Radiation Dose Reduction | Sep 25, 2019 | Computed Tomography (CT)Deep Learning | —Unverified | 0 |