A Unified Theory of Early Visual Representations from Retina to Cortex through Anatomically Constrained Deep CNNs. ICLR Reproducibility Challenge Report (Padam : Closing The Generalization Gap Of Adaptive Gradient Methods in Training Deep Neural Networks). Improving Neural Machine Translation with Parent-Scaled Self-Attention. Pareto Multi-Task Lea …

Evolving Indoor Navigational Strategies Using Gated Recurrent Units In NEAT. Detecting Everyday Scenarios in Narrative Texts. Blind Image Quality Assessment Using A Deep Bilinear Convolutional Neural Network. Connecting and Comparing Language Model Interpolation Techniques. Translating neural signals to text using a Brain-Machine Interface. Infinit …

When NAS Meets Robustness: In Search of Robust Architectures against Adversarial Attacks. Clause-Wise and Recursive Decoding for Complex and Cross-Domain Text-to-SQL Generation. Spatio-Temporal Attention Pooling for Audio Scene Classification. A Robust Non-Linear and Feature-Selection Image Fusion Theory. C-3PO: Cyclic-Three-Phase Optimization for …

New Risk Bounds for 2D Total Variation Denoising. Asynchronous “Events” are Better For Motion Estimation. Machine-learned metrics for predicting the likelihood of success in materials discovery. Delegative Reinforcement Learning: learning to avoid traps with a little help. On the Possibility of Rewarding Structure Learning Agents: Mutual Informatio …