Neural Networks

Object Hallucination in Image Captioning EMNLP 2018 Obligation and Prohibition Extraction Using Hierarchical RNNs ACL 2018 OhioState at SemEval-2018 Task 7: Exploiting Data Augmentation for Relation Classification in Scientific Papers Using Piecewise Convolutional Neural Networks SemEval 2018 On Convolutional LSTM Modeling for Joint Wake-Word Detection and Text Dependent Speaker Verification Interspeech 2018 One-shot Learning for Question-Answering in Gaokao History Challenge COLING 2018 On Learning to Identify Genders from Raw Speech Signal Using CNNs Interspeech 2018 On Learning Vocal Tract System Related Speaker Discriminative Information from Raw Signal Using CNNs Interspeech 2018 Online Convolutional Sparse Coding with Sample-Dependent Dictionary ICML 2018 Online Deep Learning: Learning Deep Neural Networks on the Fly IJCAI 2018 Online Structure Learning for Feed-Forward and Recurrent Sum-Product Networks NeurIPS 2018 On the Application and Compression of Deep Time Delay Neural Network for Embedded Statistical Parametric Speech Synthesis Interspeech 2018 On the Expressive Power of Overlapping Architectures of Deep Learning ICLR 2018 On the Generalization of Equivariance and Convolution in Neural Networks to the Action of Compact Groups ICML 2018 On the Optimization of Deep Networks: Implicit Acceleration by Overparameterization ICML 2018 On the Power of Over-parametrization in Neural Networks with Quadratic Activation ICML 2018 On the Relation between Linguistic Typology and (Limitations of) Multilingual Language Modeling EMNLP 2018 On the Relative Expressiveness of Bayesian and Neural Networks PGM 2018 On the State of the Art of Evaluation in Neural Language Models ICLR 2018 On Tree-Based Neural Sentence Modeling EMNLP 2018 Operation-guided Neural Networks for High Fidelity Data-To-Text Generation EMNLP 2018 Optimal approximation of continuous functions by very deep ReLU networks COLT 2018 Optimization Algorithm Inspired Deep Neural Network Structure Design ACML 2018 Optimization Landscape and Expressivity of Deep CNNs ICML 2018 Optimizing the Latent Space of Generative Networks ICML 2018 Orthogonal Recurrent Neural Networks with Scaled Cayley Transform ICML 2018