Learning text representation using recurrent convolutional neural network with highway layers. Identifying individual facial expressions by deconstructing a neural network. Model-based Outdoor Performance Capture. Large Collection of Diverse Gene Set Search Queries Recapitulate Known Protein-Protein Interactions and Gene-Gene Functional Association …

Actively Learning Hemimetrics with Applications to Eliciting User Preferences. Accelerating Deep Neural Network Training with Inconsistent Stochastic Gradient Descent. Augmenting Supervised Neural Networks with Unsupervised Objectives for Large-scale Image Classification. Active Uncertainty Calibration in Bayesian ODE Solvers. Manifold Approximatio …

Deep Learning the City : Quantifying Urban Perception At A Global Scale. Learning of Generalized Low-Rank Models: A Greedy Approach. End-to-end Learning of Cost-Volume Aggregation for Real-time Dense Stereo. Operator Variational Inference. Improving analytical tomographic reconstructions through consistency conditions. Embedding based on function a …