Learning Stable Deep Dynamics Models. VaB-AL: Incorporating Class Imbalance and Difficulty with Variational Bayes for Active Learning. Development of accurate human head models for personalized electromagnetic dosimetry using deep learning. Dynamic multi-object Gaussian process models: A framework for data-driven functional modelling of human joint …

Incorporating Effective Global Information via Adaptive Gate Attention for Text Classification. Tree-structured Attention with Hierarchical Accumulation. Deep Learning Tubes for Tube MPC. FRESH: Interactive Reward Shaping in High-Dimensional State Spaces using Human Feedback. Weakly Supervised 3D Hand Pose Estimation via Biomechanical Constraints. …

Learning 3D Part Assembly from a Single Image. Iterative Data Programming for Expanding Text Classification Corpora. Identifying Notable News Stories. Deep Learning Enabled Uncorrelated Space Observation Association. Distributed Stochastic Algorithms for High-rate Streaming Principal Component Analysis. ScrabbleGAN: Semi-Supervised Varying Length H …

Deep Euler method: solving ODEs by approximating the local truncation error of the Euler method. Reward-rational (implicit) choice: A unifying formalism for reward learning. Improving Molecular Design by Stochastic Iterative Target Augmentation. Automatic Differentiation and Continuous Sensitivity Analysis of Rigid Body Dynamics. Adequate and fair …