Controlling Steering Angle for Cooperative Self-driving Vehicles utilizing CNN and LSTM-based Deep Networks. Does deep learning always outperform simple linear regression in optical imaging?. Optimal mini-batch and step sizes for SAGA. Neural Architecture Search in Embedding Space. Nested Cavity Classifier: performance and remedy. Proximal Distille …

Data-Efficient Mutual Information Neural Estimator. SHREWD: Semantic Hierarchy-based Relational Embeddings for Weakly-supervised Deep Hashing. Unsupervised Star Galaxy Classification with Cascade Variational Auto-Encoder. Multi-views Embedding for Cattle Re-identification. RODEO: Robust DE-aliasing autoencOder for Real-time Medical Image Reconstruc …

A Selective Overview of Deep Learning. Hierarchical Reinforcement Learning for Quadruped Locomotion. Self-Organization and Artificial Life. Unsupervised Representation Learning with Future Observation Prediction for Speech Emotion Recognition. Semi-supervised voice conversion with amortized variational inference. Investigation of Error Simulation T …