Stochastic Backpropagation through Mixture Density Distributions. UniMiB SHAR: a new dataset for human activity recognition using acceleration data from smartphones. Recurrent Memory Addressing for describing videos. Multidimensional Binary Search for Contextual Decision-Making. A Recursive Born Approach to Nonlinear Inverse Scattering. Machine Lea …

VisualBackProp: efficient visualization of CNNs. Definition Modeling: Learning to define word embeddings in natural language. Playing FPS Games with Deep Reinforcement Learning. Going Deeper with Contextual CNN for Hyperspectral Image Classification. Nonparametric Spherical Topic Modeling with Word Embeddings. Exploiting sparsity to build efficient …

Function Driven Diffusion for Personalized Counterfactual Inference. Material Recognition from Local Appearance in Global Context. Transfer Learning for Material Classification using Convolutional Networks. A 4D Light-Field Dataset and CNN Architectures for Material Recognition. Geometry-Informed Material Recognition. Analysis of the Entropy-guided …