Assessing Robustness of ML-Based Program Analysis Tools using Metamorphic Program Transformations

Train wheel damage detection based on deep learning

Classifying EEG Signals of Mind-Wandering Across Different Styles of Meditation

Deep Vanishing Point Detection: Geometric priors make dataset variations vanish

Radar-based Human Activities Classification with Complex-valued Neural Networks

Performance Comparison of Deep RL Algorithms for Energy Systems Optimal Scheduling

A Deep Reinforcement Learning Approach to Configuration Sampling Problem

A fast characterization method for semi-invasive fault injection attacks

Predicting the infuence of Urban vacant lots on neighborhood property values

CNN architectures for GRAPH data

Efficient real-time camera based estimation of heart rate and its variability

Reinforcement Learning-Based Design of Side-Channel Countermeasures

A GNN-Based Architecture for Group Detection from Spatio-Temporal Trajectory Data

On the Importance of Pooling Layer Tuning for Profiling Side-Channel Analysis

Focus is Key to Success: A Focal Loss Function for Deep Learning-Based Side-Channel Analysis

Improving Error Detection in Deep Learning Based Radiotherapy Autocontouring Using Bayesian Uncertainty

Flexible Enterprise Optimization with Constraint Programming

To Overfit, or Not to Overfit: Improving the Performance of Deep Learning-Based SCA

Training Convolutional Neural Networks with Confocal Scanning Acoustic Microscopy Imaging for Power QFN Package Delamination Classification

Deep Learning and Machine Learning in Robotics