Deep Learning

The JHU Submission to the 2020 Duolingo Shared Task on Simultaneous Translation and Paraphrase for Language Education ACL 2020 The Knowledge Within: Methods for Data-Free Model Compression CVPR 2020 The k-tied Normal Distribution: A Compact Parameterization of Gaussian Mean Field Posteriors in Bayesian Neural Networks ICML 2020 The LMU Munich System for the WMT20 Very Low Resource Supervised MT Task EMNLP 2020 The Local Elasticity of Neural Networks ICLR 2020 The Logical Expressiveness of Graph Neural Networks ICLR 2020 The Microsoft Toolkit of Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2020 The Missing Data Encoder: Cross-Channel Image Completion with Hide-and-Seek Adversarial Network AAAI 2020 The Neural Tangent Kernel in High Dimensions: Triple Descent and a Multi-Scale Theory of Generalization ICML 2020 The NITS-CNLP System for the Unsupervised MT Task at WMT 2020 EMNLP 2020 The NiuTrans Machine Translation Systems for WMT20 EMNLP 2020 The NiuTrans System for WNGT 2020 Efficiency Task ACL 2020 TheNorth at SemEval-2020 Task 12: Hate Speech Detection Using RoBERTa SemEval 2020 The NTNU System at the Interspeech 2020 Non-Native Children’s Speech ASR Challenge Interspeech 2020 The NYU-CUBoulder Systems for SIGMORPHON 2020 Task 0 and Task 2 ACL 2020 The Origins and Prevalence of Texture Bias in Convolutional Neural Networks NeurIPS 2020 Theory and Evaluation Metrics for Learning Disentangled Representations ICLR 2020 Theory-Inspired Path-Regularized Differential Network Architecture Search NeurIPS 2020 The Paradigm Discovery Problem ACL 2020 The phase diagram of approximation rates for deep neural networks NeurIPS 2020 The Phonetic Bases of Vocal Expressed Emotion: Natural versus Acted Interspeech 2020 The QMUL/HRBDT contribution to the NADI Arabic Dialect Identification Shared Task COLING 2020 There and Back Again: Revisiting Backpropagation Saliency Methods CVPR 2020 The RELX Dataset and Matching the Multilingual Blanks for Cross-Lingual Relation Classification EMNLP 2020 The Right Tool for the Job: Matching Model and Instance Complexities ACL 2020