Deep Learning

The Emergence of Semantics in Neural Network Representations of Visual Information NAACL 2018 The emergence of spectral universality in deep networks AISTATS 2018 The High-Dimensional Geometry of Binary Neural Networks ICLR 2018 The Implicit Bias of Gradient Descent on Separable Data ICLR 2018 The Implicit Bias of Gradient Descent on Separable Data JMLR 2018 The Importance of Being Recurrent for Modeling Hierarchical Structure EMNLP 2018 The Importance of Generation Order in Language Modeling EMNLP 2018 The JHU/KyotoU Speech Translation System for IWSLT 2018 EMNLP 2018 The JHU Machine Translation Systems for WMT 2018 EMNLP 2018 The Kanerva Machine: A Generative Distributed Memory ICLR 2018 The Karlsruhe Institute of Technology Systems for the News Translation Task in WMT 2018 EMNLP 2018 The Lazy Encoder: A Fine-Grained Analysis of the Role of Morphology in Neural Machine Translation EMNLP 2018 The LMU Munich Unsupervised Machine Translation Systems EMNLP 2018 The Lyapunov Neural Network: Adaptive Stability Certification for Safe Learning of Dynamical Systems CoRL 2018 The MeMAD Submission to the WMT18 Multimodal Translation Task EMNLP 2018 The MLLP-UPV German-English Machine Translation System for WMT18 EMNLP 2018 The Multilinear Structure of ReLU Networks ICML 2018 The NiuTrans Machine Translation System for WMT18 EMNLP 2018 Theoretical Linear Convergence of Unfolded ISTA and Its Practical Weights and Thresholds NeurIPS 2018 The Perception-Distortion Tradeoff CVPR 2018 The Physical Systems Behind Optimization Algorithms NeurIPS 2018 The power of deeper networks for expressing natural functions ICLR 2018 The Power of Interpolation: Understanding the Effectiveness of SGD in Modern Over-parametrized Learning ICML 2018 The Price of Fair PCA: One Extra dimension NeurIPS 2018 The Price of Privacy for Low-rank Factorization NeurIPS 2018