Closed-loop deep learning: generating forward models with back-propagation. GenDICE: Generalized Offline Estimation of Stationary Values. Towards Rapid and Robust Adversarial Training with One-Step Attacks. An Auxiliary Task for Learning Nuclei Segmentation in 3D Microscopy Images. Adversarial Training for Aspect-Based Sentiment Analysis with BERT. …

Up to two billion times acceleration of scientific simulations with deep neural architecture search. Towards Practical Lottery Ticket Hypothesis for Adversarial Training. Deeper Insights into Weight Sharing in Neural Architecture Search. Baryons from Mesons: A Machine Learning Perspective. Wavelet-based Temporal Forecasting Models of Human Activiti …

Accurate Stress Assessment based on functional Near Infrared Spectroscopy using Deep Learning Approach. Fault Diagnosis in Microelectronics Attachment via Deep Learning Analysis of 3D Laser Scans. Adversarial vs behavioural-based defensive AI with joint, continual and active learning: automated evaluation of robustness to deception, poisoning and c …

Total Deep Variation for Linear Inverse Problems. Transferability of Adversarial Examples to Attack Cloud-based Image Classifier Service. Learning Cross-domain Semantic-Visual Relation for Transductive Zero-Shot Learning. AD-VO: Scale-Resilient Visual Odometry Using Attentive Disparity Map. Confidence Sets and Hypothesis Testing in a Likelihood-Fre …

D3VO: Deep Depth, Deep Pose and Deep Uncertainty for Monocular Visual Odometry. A multi-layer approach to disinformation detection on Twitter. Disease Detection from Lung X-ray Images based on Hybrid Deep Learning. Mech-Elites: Illuminating the Mechanic Space of GVGAI. Finding Fair and Efficient Allocations When Valuations Don’t Add Up. Re-Training …

Improving Evolutionary Strategies with Generative Neural Networks. Adaptive Learned Bloom Filter (Ada-BF): Efficient Utilization of the Classifier. Disagreement-Regularized Imitation Learning. Learning Generative Image Object Manipulations from Language Instructions. Power up! Robust Graph Convolutional Network based on Graph Powering. Compressive …