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deep neural network

1,967 papers

DNN DNNS

Papers

ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text SemEval 2020 Understanding Adversarial Examples From the Mutual Influence of Images and Perturbations CVPR 2020 Understanding Why Neural Networks Generalize Well Through GSNR of Parameters ICLR 2020 Unsupervised Metric Relocalization Using Transform Consistency Loss CoRL 2020 Using Alternate Representations of Text for Natural Language Understanding ACL 2020 VarNet: Variational Neural Networks for the Solution of Partial Differential Equations L4DC 2020 Visual Speech In Real Noisy Environments (VISION): A Novel Benchmark Dataset and Deep Learning-Based Baseline System Interspeech 2020 VPLNet: Deep Single View Normal Estimation With Vanishing Points and Lines CVPR 2020 Watch out! Motion is Blurring the Vision of Your Deep Neural Networks NeurIPS 2020 Web-Supervised Network with Softly Update-Drop Training for Fine-Grained Visual Classification AAAI 2020 What Machines See Is Not What They Get: Fooling Scene Text Recognition Models With Adversarial Text Images CVPR 2020 When and Who? Conversation Transition Based on Bot-Agent Symbiosis Learning Network COLING 2020 3D Face Synthesis Driven by Personality Impression AAAI 2019 A Benchmark for Interpretability Methods in Deep Neural Networks NeurIPS 2019 A Comparison of Deep Learning Methods for Language Understanding Interspeech 2019 A Compliance Checking Framework for DNN Models IJCAI 2019 A comprehensive, application-oriented study of catastrophic forgetting in DNNs ICLR 2019 A Convergence Theory for Deep Learning via Over-Parameterization ICML 2019 Adaptive Ensemble Prediction for Deep Neural Networks based on Confidence Level AISTATS 2019 Addressing Failure Prediction by Learning Model Confidence NeurIPS 2019 A Deep Neural Network for Short-Segment Speaker Recognition Interspeech 2019 Adversarial Defense by Restricting the Hidden Space of Deep Neural Networks ICCV 2019 Adversarial Defense Through Network Profiling Based Path Extraction CVPR 2019 Adversarially Learned Representations for Information Obfuscation and Inference ICML 2019 Adversarial Music: Real world Audio Adversary against Wake-word Detection System NeurIPS 2019