Optimization

Improving GAN Training with Probability Ratio Clipping and Sample Reweighting NeurIPS 2020 Improving Joint Training of Inference Networks and Structured Prediction Energy Networks EMNLP 2020 Improving Policy-Constrained Kidney Exchange via Pre-Screening NeurIPS 2020 Improving Text Generation with Student-Forcing Optimal Transport EMNLP 2020 Improving the Robustness of Capsule Networks to Image Affine Transformations CVPR 2020 Improving the Sample and Communication Complexity for Decentralized Non-Convex Optimization: Joint Gradient Estimation and Tracking ICML 2020 Imputer: Sequence Modelling via Imputation and Dynamic Programming ICML 2020 IMS at SemEval-2020 Task 1: How Low Can You Go? Dimensionality in Lexical Semantic Change Detection SemEval 2020 Incremental Neural Coreference Resolution in Constant Memory EMNLP 2020 Incremental Sampling Without Replacement for Sequence Models ICML 2020 Index Tracking with Cardinality Constraints: A Stochastic Neural Networks Approach AAAI 2020 Indirect Stochastic Gradient Quantization and Its Application in Distributed Deep Learning AAAI 2020 Inefficiency of K-FAC for Large Batch Size Training AAAI 2020 Inexact Tensor Methods with Dynamic Accuracies ICML 2020 Inferring Super-Resolution Depth from a Moving Light-Source Enhanced RGB-D Sensor: A Variational Approach WACV 2020 Infinite-Horizon Differentiable Model Predictive Control ICLR 2020 Information-Driven Direct RGB-D Odometry CVPR 2020 Information-Theoretic Local Minima Characterization and Regularization ICML 2020 Information-Theoretic Understanding of Population Risk Improvement with Model Compression AAAI 2020 Instance Based Approximations to Profile Maximum Likelihood NeurIPS 2020 Instance Enhancement Batch Normalization: An Adaptive Regulator of Batch Noise AAAI 2020 Instantaneous Time Delay Estimation of Broadband Signals Interspeech 2020 Instead of Rewriting Foreign Code for Machine Learning, Automatically Synthesize Fast Gradients NeurIPS 2020 Intelligent Virtual Machine Provisioning in Cloud Computing IJCAI 2020 Interior Point Solving for LP-based prediction+optimisation NeurIPS 2020