Deep Learning

A PAC-Bayesian Approach to Spectrally-Normalized Margin Bounds for Neural Networks ICLR 2018 A Papier-Mâché Approach to Learning 3D Surface Generation CVPR 2018 A Perceptual Measure for Deep Single Image Camera Calibration CVPR 2018 Aperture Supervision for Monocular Depth Estimation CVPR 2018 A PID Controller Approach for Stochastic Optimization of Deep Networks CVPR 2018 A Position-aware Bidirectional Attention Network for Aspect-level Sentiment Analysis COLING 2018 A POS Tagging Model Adapted to Learner English EMNLP 2018 Appearance-and-Relation Networks for Video Classification CVPR 2018 Approaching Neural Grammatical Error Correction as a Low-Resource Machine Translation Task NAACL 2018 Approximate Dynamic Oracle for Dependency Parsing with Reinforcement Learning EMNLP 2018 Approximating Real-Time Recurrent Learning with Random Kronecker Factors NeurIPS 2018 Approximation Algorithms for Cascading Prediction Models ICML 2018 A Predictive Model for Notional Anaphora in English NAACL 2018 A probabilistic framework for multi-view feature learning with many-to-many associations via neural networks ICML 2018 A Probabilistic Model for Joint Learning of Word Embeddings from Texts and Images EMNLP 2018 A Probabilistic U-Net for Segmentation of Ambiguous Images NeurIPS 2018 A Purely End-to-End System for Multi-speaker Speech Recognition ACL 2018 Arbitrary Style Transfer With Deep Feature Reshuffle CVPR 2018 Are All Languages Equally Hard to Language-Model? NAACL 2018 Are Automatic Methods for Cognate Detection Good Enough for Phylogenetic Reconstruction in Historical Linguistics? NAACL 2018 Are GANs Created Equal? A Large-Scale Study NeurIPS 2018 A Reinforced Topic-Aware Convolutional Sequence-to-Sequence Model for Abstractive Text Summarization IJCAI 2018 A Reinforcement Learning-driven Translation Model for Search-Oriented Conversational Systems EMNLP 2018 Are ResNets Provably Better than Linear Predictors? NeurIPS 2018 A Retrieve-and-Edit Framework for Predicting Structured Outputs NeurIPS 2018