Optimization & Theory

A Multigrid Method for Efficiently Training Video Models CVPR 2020 An ADMM Based Framework for AutoML Pipeline Configuration AAAI 2020 Analytic Characterization of the Hessian in Shallow ReLU Models: A Tale of Symmetry NeurIPS 2020 Analyzing Individual Neurons in Pre-trained Language Models EMNLP 2020 Analyzing Neural Discourse Coherence Models EMNLP 2020 Analyzing Redundancy in Pretrained Transformer Models EMNLP 2020 An Effective Hard Thresholding Method Based on Stochastic Variance Reduction for Nonconvex Sparse Learning AAAI 2020 An Effective Optimization Method for Neural Machine Translation: The Case of English-Persian Bilingually Low-Resource Scenario AACL 2020 An Efficient Explorative Sampling Considering the Generative Boundaries of Deep Generative Neural Networks AAAI 2020 An efficient nonconvex reformulation of stagewise convex optimization problems NeurIPS 2020 An Empirical Investigation of Beam-Aware Training in Supertagging EMNLP 2020 An Empirical Investigation Towards Efficient Multi-Domain Language Model Pre-training EMNLP 2020 An Empirical Study of Stochastic Gradient Descent with Structured Covariance Noise AISTATS 2020 An implicit function learning approach for parametric modal regression NeurIPS 2020 An information theoretic view on selecting linguistic probes EMNLP 2020 An Internal Covariate Shift Bounding Algorithm for Deep Neural Networks by Unitizing Layers' Outputs CVPR 2020 An Investigation Into the Stochasticity of Batch Whitening CVPR 2020 Ansor: Generating High-Performance Tensor Programs for Deep Learning OSDI 2020 AOWS: Adaptive and Optimal Network Width Search With Latency Constraints CVPR 2020 APQ: Joint Search for Network Architecture, Pruning and Quantization Policy CVPR 2020 Architecture Search of Dynamic Cells for Semantic Video Segmentation WACV 2020 Are Transformers universal approximators of sequence-to-sequence functions? ICLR 2020 ASAP: Architecture Search, Anneal and Prune AISTATS 2020 A shooting formulation of deep learning NeurIPS 2020 A Spatial RNN Codec for End-to-End Image Compression CVPR 2020