Architectures

Information Encoding by Deep Neural Networks: What Can We Learn? Interspeech 2018 Initialization matters: Orthogonal Predictive State Recurrent Neural Networks ICLR 2018 INITIATOR: Noise-contrastive Estimation for Marked Temporal Point Process IJCAI 2018 Injecting Relational Structural Representation in Neural Networks for Question Similarity ACL 2018 Input Combination Strategies for Multi-Source Transformer Decoder EMNLP 2018 Integrated accounts of behavioral and neuroimaging data using flexible recurrent neural network models NeurIPS 2018 Integrating Neural Network Based Beamforming and Weighted Prediction Error Dereverberation Interspeech 2018 Integrating Question Classification and Deep Learning for improved Answer Selection COLING 2018 Integrating Spectral and Spatial Features for Multi-Channel Speaker Separation Interspeech 2018 Integrating Transformer and Paraphrase Rules for Sentence Simplification EMNLP 2018 Integrating Tree Structures and Graph Structures with Neural Networks to Classify Discussion Discourse Acts COLING 2018 Interaction-Aware Topic Model for Microblog Conversations through Network Embedding and User Attention COLING 2018 Interactive Visual Grounding of Referring Expressions for Human-Robot Interaction RSS 2018 Interleaved Structured Sparse Convolutional Neural Networks CVPR 2018 Interpretability Beyond Feature Attribution: Quantitative Testing with Concept Activation Vectors (TCAV) ICML 2018 Interpretable and Compositional Relation Learning by Joint Training with an Autoencoder ACL 2018 Interpretable Convolutional Neural Networks CVPR 2018 Interpretable Drug Target Prediction Using Deep Neural Representation IJCAI 2018 Interpretable Emoji Prediction via Label-Wise Attention LSTMs EMNLP 2018 Introspection for convolutional automatic speech recognition EMNLP 2018 IntroVAE: Introspective Variational Autoencoders for Photographic Image Synthesis NeurIPS 2018 Invariance of Weight Distributions in Rectified MLPs ICML 2018 Invertibility of Convolutional Generative Networks from Partial Measurements NeurIPS 2018 Investigating Audio, Video, and Text Fusion Methods for End-to-End Automatic Personality Prediction ACL 2018 Investigating Capsule Networks with Dynamic Routing for Text Classification EMNLP 2018