Model Architecture

Heterogeneous Bitwidth Binarization in Convolutional Neural Networks NeurIPS 2018 Hierarchical Graph Representation Learning with Differentiable Pooling NeurIPS 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 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 HydraNets: Specialized Dynamic Architectures for Efficient Inference CVPR 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 Insights on representational similarity in neural networks with canonical correlation NeurIPS 2018 Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation Interspeech 2018 Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018 Interpretable Structure Induction via Sparse Attention EMNLP 2018 Interpreting Recurrent and Attention-Based Neural Models: a Case Study on Natural Language Inference EMNLP 2018 Investigation on Bandwidth Extension for Speaker Recognition Interspeech 2018 Investigation on Joint Representation Learning for Robust Feature Extraction in Speech Emotion Recognition Interspeech 2018 i-RevNet: Deep Invertible Networks ICLR 2018 Is it Time to Swish? Comparing Deep Learning Activation Functions Across NLP tasks EMNLP 2018 Kernelized Synaptic Weight Matrices ICML 2018 Kronecker Recurrent Units ICML 2018