conftrace_

dropout regularization

43 papers

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Co-occurring keywords

neural network optimization (1293) neural network (6616) deep neural network (1803) model compression (3302) adaptive dropout (4) nuclear norm (79) recurrent neural network (1790) variational autoencoder (1288) language model (4599) l2 regularization (23)

Papers

Dropout as a Structured Shrinkage Prior ICML 2019
On Dropout and Nuclear Norm Regularization ICML 2019
NL-FIIT at SemEval-2019 Task 3: Emotion Detection From Conversational Triplets Using Hierarchical Encoders SEMEVAL 2019
Deep Metric Learning: The Generalization Analysis and an Adaptive Algorithm IJCAI 2019
Unsupervised Adaptation with Adversarial Dropout Regularization for Robust Speech Recognition INTERSPEECH 2019
Adversarial Dropout for Recurrent Neural Networks AAAI 2019
Neural Machine Translation Techniques for Named Entity Transliteration ACL 2018
Removing the Feature Correlation Effect of Multiplicative Noise NIPS 2018
Role of Regularization in the Prediction of Valence from Speech INTERSPEECH 2018
Dropout as a Low-Rank Regularizer for Matrix Factorization AISTATS 2018
Surprising properties of dropout in deep networks COLT 2017
Dialogue Act Classification in Domain-Independent Conversations Using a Deep Recurrent Neural Network COLING 2016
DART: Dropouts meet Multiple Additive Regression Trees AISTATS 2015
On the Inductive Bias of Dropout JMLR 2015
Altitude Training: Strong Bounds for Single-Layer Dropout NIPS 2014
Understanding Dropout NIPS 2013
Adaptive dropout for training deep neural networks NIPS 2013
Dropout Training as Adaptive Regularization NIPS 2013