Architectures

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 Practical Computational Power of Finite Precision RNNs for Language Recognition ACL 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 On Unifying Deep Generative Models ICLR 2018 Open Domain Question Answering Using Early Fusion of Knowledge Bases and Text 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 Out of the Box: Reasoning with Graph Convolution Nets for Factual Visual Question Answering NeurIPS 2018 Output-Gate Projected Gated Recurrent Unit for Speech Recognition Interspeech 2018 Overcoming Catastrophic Interference using Conceptor-Aided Backpropagation ICLR 2018 PairedCycleGAN: Asymmetric Style Transfer for Applying and Removing Makeup CVPR 2018 Paired Phone-Posteriors Approach to ESL Pronunciation Quality Assessment Interspeech 2018 Pairwise-Ranking based Collaborative Recurrent Neural Networks for Clinical Event Prediction IJCAI 2018 Parallel Attention: A Unified Framework for Visual Object Discovery Through Dialogs and Queries CVPR 2018 Parallelizing Linear Recurrent Neural Nets Over Sequence Length ICLR 2018 Parameterized Convolutional Neural Networks for Aspect Level Sentiment Classification EMNLP 2018 Parameter Sharing Methods for Multilingual Self-Attentional Translation Models EMNLP 2018