Deep Learning

Weakly Supervised Deep Detection Networks CVPR 2016 Weakly Supervised Object Boundaries CVPR 2016 Weakly Supervised Object Localization With Progressive Domain Adaptation CVPR 2016 Weakly-supervised text-to-speech alignment confidence measure COLING 2016 We Are Humor Beings: Understanding and Predicting Visual Humor CVPR 2016 Weighted Neural Bag-of-n-grams Model: New Baselines for Text Classification COLING 2016 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 Players Do With the Ball: A Physically Constrained Interaction Modeling CVPR 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 Where to Look: Focus Regions for Visual Question Answering 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 Yggdrasil: An Optimized System for Training Deep Decision Trees at Scale NeurIPS 2016 Yin and Yang: Balancing and Answering Binary Visual Questions CVPR 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 Accurate and conservative estimates of MRF log-likelihood using reverse annealing AISTATS 2015 A Complete Recipe for Stochastic Gradient MCMC NeurIPS 2015 A Convolutional Neural Network Cascade for Face Detection CVPR 2015 Action-Conditional Video Prediction using Deep Networks in Atari Games NeurIPS 2015