Architectures

Active Convolution: Learning the Shape of Convolution for Image Classification CVPR 2017 AdaNet: Adaptive Structural Learning of Artificial Neural Networks ICML 2017 Adapting Sequence Models for Sentence Correction EMNLP 2017 Adaptive Semantic Compositionality for Sentence Modelling IJCAI 2017 AdaScan: Adaptive Scan Pooling in Deep Convolutional Neural Networks for Human Action Recognition in Videos CVPR 2017 A Dataset and Exploration of Models for Understanding Video Data Through Fill-In-The-Blank Question-Answering CVPR 2017 Additive Component Analysis CVPR 2017 Addressing Domain Adaptation for Chinese Word Segmentation with Global Recurrent Structure IJCNLP 2017 Addressing the Data Sparsity Issue in Neural AMR Parsing EACL 2017 A Deep Network with Visual Text Composition Behavior ACL 2017 Advances in Joint CTC-Attention Based End-to-End Speech Recognition with a Deep CNN Encoder and RNN-LM Interspeech 2017 Adversarial Generation of Real-time Feedback with Neural Networks for Simulation-based Training IJCAI 2017 Adversarial Network Bottleneck Features for Noise Robust Speaker Verification Interspeech 2017 A Fast and Lightweight System for Multilingual Dependency Parsing CoNLL 2017 A Feature-Enriched Neural Model for Joint Chinese Word Segmentation and Part-of-Speech Tagging IJCAI 2017 A Fully Convolutional Neural Network for Speech Enhancement Interspeech 2017 A Generative Attentional Neural Network Model for Dialogue Act Classification ACL 2017 Agent-Centric Risk Assessment: Accident Anticipation and Risky Region Localization CVPR 2017 Aggregated Residual Transformations for Deep Neural Networks CVPR 2017 Aggregating Crowd Wisdoms with Label-aware Autoencoders IJCAI 2017 Aggressive Deep Driving: Combining Convolutional Neural Networks and Model Predictive Control CoRL 2017 A Graph Regularized Deep Neural Network for Unsupervised Image Representation Learning CVPR 2017 A graph-theoretic approach to multitasking NeurIPS 2017 A Hierarchical Encoder-Decoder Model for Statistical Parametric Speech Synthesis Interspeech 2017 A Hierarchical Neural Model for Learning Sequences of Dialogue Acts EACL 2017