Deep Learning

Online Detection and Classification of Dynamic Hand Gestures With Recurrent 3D Convolutional Neural Network CVPR 2016 Online PCA with Optimal Regret JMLR 2016 On Lloyd’s Algorithm: New Theoretical Insights for Clustering in Practice AISTATS 2016 On Multiplicative Integration with Recurrent Neural Networks NeurIPS 2016 On Sparse Variational Methods and the Kullback-Leibler Divergence between Stochastic Processes AISTATS 2016 On Stacking Probabilistic Temporal Models with Bidirectional Information Flow PGM 2016 On the Appropriateness of Complex-Valued Neural Networks for Speech Enhancement Interspeech 2016 On the Efficient Representation and Execution of Deep Acoustic Models Interspeech 2016 On the Expressive Power of Deep Learning: A Tensor Analysis COLT 2016 On the Quality of the Initial Basin in Overspecified Neural Networks ICML 2016 On the Role of Nonlinear Transformations in Deep Neural Network Acoustic Models Interspeech 2016 Operator Variational Inference NeurIPS 2016 Optimal Architectures in a Solvable Model of Deep Networks NeurIPS 2016 Optimal Black-Box Reductions Between Optimization Objectives NeurIPS 2016 Optimal Sparse Linear Encoders and Sparse PCA NeurIPS 2016 Optimizing affinity-based binary hashing using auxiliary coordinates NeurIPS 2016 Ordinal Regression With Multiple Output CNN for Age Estimation CVPR 2016 Orthogonal Random Features NeurIPS 2016 Overcoming Data Sparsity in Acoustic Modeling of Low-Resource Language by Borrowing Data and Model Parameters from High-Resource Languages Interspeech 2016 Pairwise Decomposition of Image Sequences for Active Multi-View Recognition CVPR 2016 Pairwise Matching Through Max-Weight Bipartite Belief Propagation CVPR 2016 Pairwise Relation Classification with Mirror Instances and a Combined Convolutional Neural Network COLING 2016 Parametric Object Motion From Blur CVPR 2016 Part-Stacked CNN for Fine-Grained Visual Categorization CVPR 2016 Patch-Based Convolutional Neural Network for Whole Slide Tissue Image Classification CVPR 2016