Deep Learning

Automatic Differentiation Variational Inference JMLR 2017 Axiomatic Attribution for Deep Networks ICML 2017 Bag of Tricks for Efficient Text Classification EACL 2017 Batch Renormalization: Towards Reducing Minibatch Dependence in Batch-Normalized Models NeurIPS 2017 Bayesian Compression for Deep Learning NeurIPS 2017 Bayesian GAN NeurIPS 2017 Belief Propagation in Conditional RBMs for Structured Prediction AISTATS 2017 Best of Both Worlds: Transferring Knowledge from Discriminative Learning to a Generative Visual Dialog Model NeurIPS 2017 Beyond Filters: Compact Feature Map for Portable Deep Model ICML 2017 Beyond Instance-Level Image Retrieval: Leveraging Captions to Learn a Global Visual Representation for Semantic Retrieval CVPR 2017 Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-Identification CVPR 2017 Beyond Words: Deep Learning for Multiword Expressions and Collocations ACL 2017 Bidirectional LSTM-RNN for Improving Automated Assessment of Non-Native Children’s Speech Interspeech 2017 Bidirectional Multirate Reconstruction for Temporal Modeling in Videos CVPR 2017 Bilingual Lexicon Induction by Learning to Combine Word-Level and Character-Level Representations EACL 2017 Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017 Bilingual Word Embeddings for Cross-Lingual Personality Recognition Using Convolutional Neural Nets Interspeech 2017 Binary Deep Neural Networks for Speech Recognition Interspeech 2017 Binaural Reverberant Speech Separation Based on Deep Neural Networks Interspeech 2017 Binge Watching: Scaling Affordance Learning From Sitcoms CVPR 2017 Bingo at IJCNLP-2017 Task 4: Augmenting Data using Machine Translation for Cross-linguistic Customer Feedback Classification IJCNLP 2017 Boosting Neural Machine Translation IJCNLP 2017 Bootstrapping incremental dialogue systems from minimal data: the generalisation power of dialogue grammars EMNLP 2017 Bottleneck Conditional Density Estimation ICML 2017 BranchOut: Regularization for Online Ensemble Tracking With Convolutional Neural Networks CVPR 2017