Deep Learning

A Stochastic PCA and SVD Algorithm with an Exponential Convergence Rate ICML 2015 Asynchronous Parallel Stochastic Gradient for Nonconvex Optimization NeurIPS 2015 Attention-Based Models for Speech Recognition NeurIPS 2015 AttentionNet: Aggregating Weak Directions for Accurate Object Detection ICCV 2015 Attractor Network Dynamics Enable Preplay and Rapid Path Planning in Maze–like Environments NeurIPS 2015 A Unified Framework for Jointly Learning Distributed Representations of Word and Attributes ACML 2015 Autoencoder Trees ACML 2015 Automatic Concept Discovery From Parallel Text and Visual Corpora ICCV 2015 Automatic Variational Inference in Stan NeurIPS 2015 Backpropagation for Energy-Efficient Neuromorphic Computing NeurIPS 2015 Barrier Frank-Wolfe for Marginal Inference NeurIPS 2015 Beyond Frontal Faces: Improving Person Recognition Using Multiple Cues CVPR 2015 Beyond Principal Components: Deep Boltzmann Machines for Face Modeling CVPR 2015 Beyond Short Snippets: Deep Networks for Video Classification CVPR 2015 Beyond Spatial Pooling: Fine-Grained Representation Learning in Multiple Domains CVPR 2015 Bidirectional Recurrent Convolutional Networks for Multi-Frame Super-Resolution NeurIPS 2015 Bidirectional Recurrent Neural Networks as Generative Models NeurIPS 2015 Bilinear Heterogeneous Information Machine for RGB-D Action Recognition CVPR 2015 BinaryConnect: Training Deep Neural Networks with binary weights during propagations NeurIPS 2015 Boosted Categorical Restricted Boltzmann Machine for Computational Prediction of Splice Junctions ICML 2015 Bounding errors of Expectation-Propagation NeurIPS 2015 Building a Bird Recognition App and Large Scale Dataset With Citizen Scientists: The Fine Print in Fine-Grained Dataset Collection CVPR 2015 Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation CVPR 2015 Category-Specific Object Reconstruction From a Single Image CVPR 2015 Celeste: Variational inference for a generative model of astronomical images ICML 2015