Architectures

Noisin: Unbiased Regularization for Recurrent Neural Networks ICML 2018 Non-linear motor control by local learning in spiking neural networks ICML 2018 Non-Local Neural Networks CVPR 2018 Nonlocal Neural Networks, Nonlocal Diffusion and Nonlocal Modeling NeurIPS 2018 Non-Local Recurrent Network for Image Restoration NeurIPS 2018 Norm matters: efficient and accurate normalization schemes in deep networks NeurIPS 2018 Novelty Goes Deep. A Deep Neural Solution To Document Level Novelty Detection COLING 2018 NTT’s Neural Machine Translation Systems for WMT 2018 EMNLP 2018 NTUA-SLP at SemEval-2018 Task 2: Predicting Emojis using RNNs with Context-aware Attention SemEval 2018 NTUA-SLP at SemEval-2018 Task 3: Tracking Ironic Tweets using Ensembles of Word and Character Level Attentive RNNs SemEval 2018 NTU NLP Lab System at SemEval-2018 Task 10: Verifying Semantic Differences by Integrating Distributional Information and Expert Knowledge SemEval 2018 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 Alignment Problem In Multi-Head Attention-Based Neural Machine Translation EMNLP 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