Architectures

Exploiting Semantics in Neural Machine Translation with Graph Convolutional Networks NAACL 2018 Exploiting the Potential of Standard Convolutional Autoencoders for Image Restoration by Evolutionary Search ICML 2018 Exploring and Learning Suicidal Ideation Connotations on Social Media with Deep Learning EMNLP 2018 Exploring Disentangled Feature Representation Beyond Face Identification CVPR 2018 Exploring Encoder-Decoder Model for Distant Supervised Relation Extraction IJCAI 2018 Exploring How Phone Classification Neural Networks Learn Phonetic Information by Visualising and Interpreting Bottleneck Features Interspeech 2018 Exploring Optimism and Pessimism in Twitter Using Deep Learning EMNLP 2018 Exploring Spatio-Temporal Representations by Integrating Attention-based Bidirectional-LSTM-RNNs and FCNs for Speech Emotion Recognition Interspeech 2018 Expressive power of recurrent neural networks ICLR 2018 Extracting Automata from Recurrent Neural Networks Using Queries and Counterexamples ICML 2018 Extracting Invariant Features From Images Using An Equivariant Autoencoder ACML 2018 Extracting Parallel Sentences with Bidirectional Recurrent Neural Networks to Improve Machine Translation COLING 2018 Extracting Relational Facts by an End-to-End Neural Model with Copy Mechanism ACL 2018 Extracting Syntactic Trees from Transformer Encoder Self-Attentions EMNLP 2018 Extractive Summarization with SWAP-NET: Sentences and Words from Alternating Pointer Networks ACL 2018 Facelet-Bank for Fast Portrait Manipulation CVPR 2018 Fast 3D Modeling with Approximated Convolutional Kernels CoRL 2018 Fast and Accurate Reordering with ITG Transition RNN COLING 2018 Fast Dynamic Convolutional Neural Networks for Visual Tracking ACML 2018 Fast End-to-End Trainable Guided Filter CVPR 2018 Faster Neural Networks Straight from JPEG NeurIPS 2018 FastGCN: Fast Learning with Graph Convolutional Networks via Importance Sampling ICLR 2018 Fast generalization error bound of deep learning from a kernel perspective AISTATS 2018 FastGRNN: A Fast, Accurate, Stable and Tiny Kilobyte Sized Gated Recurrent Neural Network NeurIPS 2018 Fast Language Adaptation Using Phonological Information Interspeech 2018