The Influence of Down-Sampling Strategies on SVD Word Embedding Stability. Scale-invariant Feature Extraction of Neural Network and Renormalization Group Flow. An analysis of training and generalization errors in shallow and deep networks. Deep Reinforcement Learning to Acquire Navigation Skills for Wheel-Legged Robots in Complex Environments. Inte …

Image Labeling with Markov Random Fields and Conditional Random Fields. Provably Robust Learning-Based Approach for High-Accuracy Tracking Control of Lagrangian Systems. Latent Molecular Optimization for Targeted Therapeutic Design. Altered Fingerprints: Detection and Localization. Learning Semantic Segmentation from Synthetic Data: A Geometrically …

The Newton Scheme for Deep Learning. DeepTriage: Exploring the Effectiveness of Deep Learning for Bug Triaging. Disentangling Latent Factors of Variational Auto-Encoder with Whitening. Learning to Walk via Deep Reinforcement Learning. Style Separation and Synthesis via Generative Adversarial Networks. Two geometric input transformation methods for …