Techniques

Hierarchical Neural Story Generation ACL 2018 Hierarchical Recurrent Attention Networks for Structured Online Maps CVPR 2018 Hierarchical Relation Extraction with Coarse-to-Fine Grained Attention EMNLP 2018 Hierarchical Representations for Efficient Architecture Search ICLR 2018 Higher-Order Coreference Resolution with Coarse-to-Fine Inference NAACL 2018 High Performance Zero-Memory Overhead Direct Convolutions ICML 2018 High-Resolution Image Synthesis and Semantic Manipulation With Conditional GANs CVPR 2018 How Does Batch Normalization Help Optimization? NeurIPS 2018 How Much Attention Do You Need? A Granular Analysis of Neural Machine Translation Architectures ACL 2018 How Time Matters: Learning Time-Decay Attention for Contextual Spoken Language Understanding in Dialogues NAACL 2018 Humor Recognition Using Deep Learning NAACL 2018 Hybrid Attention based Multimodal Network for Spoken Language Classification COLING 2018 Hybrid Neural Attention for Agreement/Disagreement Inference in Online Debates EMNLP 2018 HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 2018 Importance of Self-Attention for Sentiment Analysis EMNLP 2018 Improved Dependency Parsing using Implicit Word Connections Learned from Unlabeled Data EMNLP 2018 Improved Fusion of Visual and Language Representations by Dense Symmetric Co-Attention for Visual Question Answering CVPR 2018 Improving Deep Neural Network Sparsity through Decorrelation Regularization IJCAI 2018 Improving Neural Machine Translation by Incorporating Hierarchical Subword Features COLING 2018 Improving Slot Filling in Spoken Language Understanding with Joint Pointer and Attention ACL 2018 Improving the Transformer Translation Model with Document-Level Context EMNLP 2018 Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models Interspeech 2018 In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR 2018 Insights on representational similarity in neural networks with canonical correlation NeurIPS 2018 Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation Interspeech 2018