An Automated Deep Learning Approach for Bacterial Image Classification. Embarrassingly parallel MCMC using deep invertible transformations. Region and Object based Panoptic Image Synthesis through Conditional GANs. To Tune or Not to Tune? Adapting Pretrained Representations to Diverse Tasks. 2SDR: Two Stage Dimension Reduction to Denoise Cryo-EM Im …

A Deep Reinforcement Learning based Approach to Learning Transferable Proof Guidance Strategies. Speeding Up Distributed Pseudo-tree Optimization Procedure with Cross Edge Consistency to Solve DCOPs. Graph Resistance and Learning from Pairwise Comparisons. No Peeking through My Windows: Conserving Privacy in Personal Drones. DEVDAN: Deep Evolving D …

Evaluating Local Geometric Feature Representations for 3D Rigid Data Matching. Machine Learning on data with sPlot background subtraction. Event-based Object Detection and Tracking for Space Situational Awareness. Semantic Graph Convolutional Network for Implicit Discourse Relation Classification. Bayesian interpretation of SGD as Ito process. Mult …

CNNs found to jump around more skillfully than RNNs: Compositional generalization in seq2seq convolutional networks. Adaptive Exploration in Linear Contextual Bandit. Multi-Criterion Evolutionary Design of Deep Convolutional Neural Networks. Generalized Separable Nonnegative Matrix Factorization. A Dual Symmetric Gauss-Seidel Alternating Direction …

On the statistical evaluation of algorithmic’s computational experimentation with infeasible solutions. Orthogonal Nonnegative Tucker Decomposition. Revisiting the Approximate Carathéodory Problem via the Frank-Wolfe Algorithm. Deep neural networks can predict mortality from 12-lead electrocardiogram voltage data. Prediction Modeling and Analysis f …