Neural Network Optimization

Reflash Dropout in Image Super-Resolution CVPR 2022 Reinforcement Learning with Large Action Spaces for Neural Machine Translation COLING 2022 Relating the fundamental frequency of speech with EEG using a dilated convolutional network Interspeech 2022 Resonance in Weight Space: Covariate Shift Can Drive Divergence of SGD with Momentum ICLR 2022 RetrieverTTS: Modeling Decomposed Factors for Text-Based Speech Insertion Interspeech 2022 Reverse Differentiation via Predictive Coding AAAI 2022 Reverse-mode differentiation in arbitrary tensor network format: with application to supervised learning JMLR 2022 Revisit last-iterate convergence of mSGD under milder requirement on step size NeurIPS 2022 RID-Noise: Towards Robust Inverse Design under Noisy Environments AAAI 2022 RIGA at SemEval-2022 Task 1: Scaling Recurrent Neural Networks for CODWOE Dictionary Modeling SemEval 2022 RNNs of RNNs: Recursive Construction of Stable Assemblies of Recurrent Neural Networks NeurIPS 2022 RNN-T lattice enhancement by grafting of pruned paths Interspeech 2022 Robust High-Resolution Video Matting With Temporal Guidance WACV 2022 Robust Lottery Tickets for Pre-trained Language Models ACL 2022 Robustness in deep learning: The good (width), the bad (depth), and the ugly (initialization) NeurIPS 2022 Robustness to Unbounded Smoothness of Generalized SignSGD NeurIPS 2022 Robust Pitch Estimation Using Multi-Branch CNN-LSTM and 1-Norm LP Residual Interspeech 2022 Robust Training of Neural Networks Using Scale Invariant Architectures ICML 2022 Robust Training under Label Noise by Over-parameterization ICML 2022 ROOT-SGD: Sharp Nonasymptotics and Asymptotic Efficiency in a Single Algorithm COLT 2022 R-TeaFor: Regularized Teacher-Forcing for Abstractive Summarization EMNLP 2022 Sampling-Based Approximations to Minimum Bayes Risk Decoding for Neural Machine Translation EMNLP 2022 SAPipe: Staleness-Aware Pipeline for Data Parallel DNN Training NeurIPS 2022 Scalable One-Pass Optimisation of High-Dimensional Weight-Update Hyperparameters by Implicit Differentiation ICLR 2022 Scaled ReLU Matters for Training Vision Transformers AAAI 2022