conftrace_

deep neural network

1803 papers

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Also known as

DNN DNNS

Co-occurring keywords

neural network (6616) adversarial attack (1621) deep learning (2118) image classification (1944) representation learning (6206) model compression (3302) convolutional neural network (4226) automatic speech recognition (1774) speech enhancement (581) neural network optimization (1293)

Papers

On the Ineffectiveness of Variance Reduced Optimization for Deep Learning NIPS 2019
Random deep neural networks are biased towards simple functions NIPS 2019
Efficient Deep Approximation of GMMs NIPS 2019
Meta-Weight-Net: Learning an Explicit Mapping For Sample Weighting NIPS 2019
Error Correcting Output Codes Improve Probability Estimation and Adversarial Robustness of Deep Neural Networks NIPS 2019
Deep Active Learning with a Neural Architecture Search NIPS 2019
Approximate Inference Turns Deep Networks into Gaussian Processes NIPS 2019
L_DMI: A Novel Information-theoretic Loss Function for Training Deep Nets Robust to Label Noise NIPS 2019
Dichotomize and Generalize: PAC-Bayesian Binary Activated Deep Neural Networks NIPS 2019
Countdown Regression: Sharp and Calibrated Survival Predictions UAI 2019
Unsupervised Information Extraction: Regularizing Discriminative Approaches with Relation Distribution Losses ACL 2019
Deep Dominance - How to Properly Compare Deep Neural Models ACL 2019
Depth Growing for Neural Machine Translation ACL 2019
Shape and Time Distortion Loss for Training Deep Time Series Forecasting Models NIPS 2019
Generalization in multitask deep neural classifiers: a statistical physics approach NIPS 2019
Combinatorial Inference against Label Noise NIPS 2019
Mixed Effects Neural Networks (MeNets) With Applications to Gaze Estimation CVPR 2019
Improving Fine-grained Entity Typing with Entity Linking EMNLP 2019
Calibrating DNN Posterior Probability Estimates of HMM/DNN Models to Improve Social Signal Detection from Audio Data INTERSPEECH 2019
A Deep Neural Network for Short-Segment Speaker Recognition INTERSPEECH 2019
Speaker Recognition Benchmark Using the CHiME-5 Corpus INTERSPEECH 2019
Evaluating Audiovisual Source Separation in the Context of Video Conferencing INTERSPEECH 2019
Parallel vs. Non-Parallel Voice Conversion for Esophageal Speech INTERSPEECH 2019
Detailed Human Shape Estimation From a Single Image by Hierarchical Mesh Deformation CVPR 2019
Soft Labels for Ordinal Regression CVPR 2019