Differentially Private Bayesian Inference for Exponential Families. Evolving Multimodal Robot Behavior via Many Stepping Stones with the Combinatorial Multi-Objective Evolutionary Algorithm. Found Graph Data and Planted Vertex Covers. Deblending galaxy superpositions with branched generative adversarial networks. Scientific image rendering for spac …

Comparison of Deep Learning and the Classical Machine Learning Algorithm for the Malware Detection. Digital Watermarking for Deep Neural Networks. An investigation of a deep learning based malware detection system. Solving Weakly-Convex-Weakly-Concave Saddle-Point Problems as Successive Strongly Monotone Variational Inequalities. Static Malware Det …

A Multiscale Image Denoising Algorithm Based On Dilated Residual Convolution Network. Hierarchical Approaches for Reinforcement Learning in Parameterized Action Space. Real Time Monitoring of Social Media and Digital Press. Reconstruction and Registration of Large-Scale Medical Scene Using Point Clouds Data from Different Modalities. Meteorologists …

Deep Audio-Visual Speech Recognition. VoroTop: Voronoi Cell Topology Visualization and Analysis Toolkit. Evolving Chaos: Identifying New Attractors of the Generalised Lorenz Family. An Orchestrated Empirical Study on Deep Learning Frameworks and Platforms. Cartesian Neural Network Constitutive Models for Data-driven Elasticity Imaging. Skilled Expe …

Learning Abstract Options. Variational Inference for Data-Efficient Model Learning in POMDPs. Visual-Only Recognition of Normal, Whispered and Silent Speech. Diagnostic Accuracy of Content Based Dermatoscopic Image Retrieval with Deep Classification Features. Implicit Autoencoders. Fidelity-based Probabilistic Q-learning for Control of Quantum Syst …

Nonlinear Metric Learning through Geodesic Interpolation within Lie Groups. Multi-Perspective Context Aggregation for Semi-supervised Cloze-style Reading Comprehension. Mining Public Opinion about Economic Issues: Twitter and the U.S. Presidential Election. Deep Learning for Radio Resource Allocation in Multi-Cell Networks. A Fast-Converged Acousti …

Algorithmic Aspects of Inverse Problems Using Generative Models. Numerical Aspects for Approximating Governing Equations Using Data. Unsupervised Learning for Surgical Motion by Learning to Predict the Future. ResumeNet: A Learning-based Framework for Automatic Resume Quality Assessment. Realtime Scheduling and Power Allocation Using Deep Neural Ne …

Deep Diabetologist: Learning to Prescribe Hyperglycemia Medications with Hierarchical Recurrent Neural Networks. Error Detection in a Large-Scale Lexical Taxonomy. Cleaning up the neighborhood: A full classification for adversarial partial monitoring. The Dynamics of Learning: A Random Matrix Approach. User-Guided Deep Anime Line Art Colorization w …

Occlusion-aware R-CNN: Detecting Pedestrians in a Crowd. Video Compression through Image Interpolation. Convolutional Sparse Coding for High Dynamic Range Imaging. Distribution Discrepancy Maximization for Image Privacy Preserving. Can We Assess Mental Health through Social Media and Smart Devices? Addressing Bias in Methodology and Evaluation. Evo …