Deep Learning

Incorporating Latent Meanings of Morphological Compositions to Enhance Word Embeddings ACL 2018 Incorporating Topic Aspects for Online Comment Convincingness Evaluation EMNLP 2018 Incremental Decoding and Training Methods for Simultaneous Translation in Neural Machine Translation NAACL 2018 Independently Recurrent Neural Network (IndRNN): Building a Longer and Deeper RNN CVPR 2018 Indian Languages ASR: A Multilingual Phone Recognition Framework with IPA Based Common Phone-set, Predicted Articulatory Features and Feature fusion Interspeech 2018 ‘Indicatements’ that character language models learn English morpho-syntactic units and regularities EMNLP 2018 In-domain Context-aware Token Embeddings Improve Biomedical Named Entity Recognition EMNLP 2018 Inductive Two-Layer Modeling with Parametric Bregman Transfer ICML 2018 Inference in Deep Gaussian Processes using Stochastic Gradient Hamiltonian Monte Carlo NeurIPS 2018 Inference-Invariant Transformation of Batch Normalization for Domain Adaptation of Acoustic Models Interspeech 2018 Inference Suboptimality in Variational Autoencoders ICML 2018 InferLite: Simple Universal Sentence Representations from Natural Language Inference Data EMNLP 2018 Inferring Semantic Layout for Hierarchical Text-to-Image Synthesis CVPR 2018 Information-based Adaptive Stimulus Selection to Optimize Communication Efficiency in Brain-Computer Interfaces NeurIPS 2018 Information Constraints on Auto-Encoding Variational Bayes NeurIPS 2018 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 Lexical Contrast into Word Vectors by Guiding Vector Space Specialisation ACL 2018 Injecting Relational Structural Representation in Neural Networks for Question Similarity ACL 2018 In-Place Activated BatchNorm for Memory-Optimized Training of DNNs CVPR 2018 Input Combination Strategies for Multi-Source Transformer Decoder EMNLP 2018 Insights on representational similarity in neural networks with canonical correlation NeurIPS 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