Deep Learning

PatchBatch: A Batch Augmented Loss for Optical Flow CVPR 2016 Path-Normalized Optimization of Recurrent Neural Networks with ReLU Activations NeurIPS 2016 Perception Optimized Deep Denoising AutoEncoders for Speech Enhancement Interspeech 2016 PerforatedCNNs: Acceleration through Elimination of Redundant Convolutions NeurIPS 2016 Personalized, Cross-Lingual TTS Using Phonetic Posteriorgrams Interspeech 2016 Personalizing Human Video Pose Estimation CVPR 2016 PersoNER: Persian Named-Entity Recognition COLING 2016 Person Re-Identification by Multi-Channel Parts-Based CNN With Improved Triplet Loss Function CVPR 2016 Perspective Transformer Nets: Learning Single-View 3D Object Reconstruction without 3D Supervision NeurIPS 2016 Phased LSTM: Accelerating Recurrent Network Training for Long or Event-based Sequences NeurIPS 2016 Phonetic Context Embeddings for DNN-HMM Phone Recognition Interspeech 2016 PhonVoc: A Phonetic and Phonological Vocoding Toolkit Interspeech 2016 Pixel Recurrent Neural Networks ICML 2016 Pose-Aware Face Recognition in the Wild CVPR 2016 Predicting Motivations of Actions by Leveraging Text CVPR 2016 Predicting Pronunciations with Syllabification and Stress with Recurrent Neural Networks Interspeech 2016 Predicting Severity of Voice Disorder from DNN-HMM Acoustic Posteriors Interspeech 2016 Predicting When Saliency Maps Are Accurate and Eye Fixations Consistent CVPR 2016 Primary Object Segmentation in Videos via Alternate Convex Optimization of Foreground and Background Distributions CVPR 2016 Professor Forcing: A New Algorithm for Training Recurrent Networks NeurIPS 2016 ProNet: Learning to Propose Object-Specific Boxes for Cascaded Neural Networks CVPR 2016 Protein contact prediction from amino acid co-evolution using convolutional networks for graph-valued images NeurIPS 2016 Provable Efficient Online Matrix Completion via Non-convex Stochastic Gradient Descent NeurIPS 2016 Proximal Riemannian Pursuit for Large-Scale Trace-Norm Minimization CVPR 2016 Proximal Stochastic Methods for Nonsmooth Nonconvex Finite-Sum Optimization NeurIPS 2016