Architectures

WELDON: Weakly Supervised Learning of Deep Convolutional Neural Networks CVPR 2016 What Makes Word-level Neural Machine Translation Hard: A Case Study on English-German Translation COLING 2016 What Value Do Explicit High Level Concepts Have in Vision to Language Problems? CVPR 2016 When Naive Bayes Nearest Neighbors Meet Convolutional Neural Networks CVPR 2016 Why do ASR Systems Despite Neural Nets Still Depend on Robust Features Interspeech 2016 Why Regularized Auto-Encoders learn Sparse Representation? ICML 2016 Word Embeddings and Convolutional Neural Network for Arabic Sentiment Classification COLING 2016 Word-Phrase-Entity Recurrent Neural Networks for Language Modeling Interspeech 2016 Zara: A Virtual Interactive Dialogue System Incorporating Emotion, Sentiment and Personality Recognition COLING 2016 3D Deep Shape Descriptor CVPR 2015 3D ShapeNets: A Deep Representation for Volumetric Shapes CVPR 2015 Action-Conditional Video Prediction using Deep Networks in Atari Games NeurIPS 2015 A Data-Driven Metric for Comprehensive Evaluation of Saliency Models ICCV 2015 A Dynamic Convolutional Layer for Short Range Weather Prediction CVPR 2015 Aggregating Local Deep Features for Image Retrieval ICCV 2015 A la Carte – Learning Fast Kernels AISTATS 2015 Aligning 3D Models to RGB-D Images of Cluttered Scenes CVPR 2015 An Empirical Exploration of Recurrent Network Architectures ICML 2015 An Exploration of Parameter Redundancy in Deep Networks With Circulant Projections ICCV 2015 An Improved Deep Learning Architecture for Person Re-Identification CVPR 2015 A Nonparametric Bayesian Approach Toward Stacked Convolutional Independent Component Analysis ICCV 2015 A Normative Theory of Adaptive Dimensionality Reduction in Neural Networks NeurIPS 2015 A Recurrent Latent Variable Model for Sequential Data NeurIPS 2015 Associative Memory via a Sparse Recovery Model NeurIPS 2015 Attention-Based Models for Speech Recognition NeurIPS 2015