Deep Learning

Dynamic Sum Product Networks for Tractable Inference on Sequence Data PGM 2016 Early Stopping as Nonparametric Variational Inference AISTATS 2016 Echo State Hoeffding Tree Learning ACML 2016 EcoICA: Skewness-based ICA via Eigenvectors of Cumulant Operator ACML 2016 Effective LSTMs for Target-Dependent Sentiment Classification COLING 2016 Efficient 3D Room Shape Recovery From a Single Panorama CVPR 2016 Efficient Deep Learning for Stereo Matching CVPR 2016 Efficient Indexing of Billion-Scale Datasets of Deep Descriptors CVPR 2016 Efficient Large-Scale Approximate Nearest Neighbor Search on the GPU CVPR 2016 Efficient Large-Scale Similarity Search Using Matrix Factorization CVPR 2016 Efficient Piecewise Training of Deep Structured Models for Semantic Segmentation CVPR 2016 Efficient Training of Very Deep Neural Networks for Supervised Hashing CVPR 2016 Embedding Label Structures for Fine-Grained Feature Representation CVPR 2016 End-to-End Language Identification Using Attention-Based Recurrent Neural Networks Interspeech 2016 End-To-End Learning of Action Detection From Frame Glimpses in Videos CVPR 2016 End-To-End Learning of Deformable Mixture of Parts and Deep Convolutional Neural Networks for Human Pose Estimation CVPR 2016 End-To-End People Detection in Crowded Scenes CVPR 2016 End-To-End Saliency Mapping via Probability Distribution Prediction CVPR 2016 English-Chinese Knowledge Base Translation with Neural Network COLING 2016 Enriching Phrase Tables for Statistical Machine Translation Using Mixed Embeddings COLING 2016 Ensemble Learning for Multi-Source Neural Machine Translation COLING 2016 Estimating the Sincerity of Apologies in Speech by DNN Rank Learning and Prosodic Analysis Interspeech 2016 Event-Specific Image Importance CVPR 2016 Exemplar-Driven Top-Down Saliency Detection via Deep Association CVPR 2016 Exploit All the Layers: Fast and Accurate CNN Object Detector With Scale Dependent Pooling and Cascaded Rejection Classifiers CVPR 2016