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

Robust Deep Learning as Optimal Control: Insights and Convergence Guarantees L4DC 2020
A Spatially and Temporally Attentive Joint Trajectory Prediction Framework for Modeling Vessel Intent L4DC 2020
VarNet: Variational Neural Networks for the Solution of Partial Differential Equations L4DC 2020
Towards Understanding and Improving the Transferability of Adversarial Examples in Deep Neural Networks ACML 2020
Robust Adversarial Objects against Deep Learning Models AAAI 2020
A Unified Architecture for Accelerating Distributed DNN Training in Heterogeneous GPU/CPU Clusters OSDI 2020
A Theoretical Analysis of Deep Q-Learning L4DC 2020
Lightweight and Robust Representation of Economic Scales from Satellite Imagery AAAI 2020
Guiding Deep Molecular Optimization with Genetic Exploration NIPS 2020
Assessing SATNet's Ability to Solve the Symbol Grounding Problem NIPS 2020
Natural Image Matting via Guided Contextual Attention AAAI 2020
Predicting Propositional Satisfiability via End-to-End Learning AAAI 2020
ULD@NUIG at SemEval-2020 Task 9: Generative Morphemes with an Attention Model for Sentiment Analysis in Code-Mixed Text SEMEVAL 2020
Combining Deep Learning and String Kernels for the Localization of Swiss German Tweets COLING 2020
IUST at SemEval-2020 Task 9: Sentiment Analysis for Code-Mixed Social Media Text Using Deep Neural Networks and Linear Baselines SEMEVAL 2020
ECGadv: Generating Adversarial Electrocardiogram to Misguide Arrhythmia Classification System AAAI 2020
Numerically Solving Parametric Families of High-Dimensional Kolmogorov Partial Differential Equations via Deep Learning NIPS 2020
Coupled-View Deep Classifier Learning from Multiple Noisy Annotators AAAI 2020
Nonparametric Sequential Prediction While Deep Learning the Kernel AISTATS 2020
Infinitely deep neural networks as diffusion processes AISTATS 2020
Singing Voice Extraction with Attention-Based Spectrograms Fusion INTERSPEECH 2020
Efficient Algorithms for Device Placement of DNN Graph Operators NIPS 2020
Stable behaviour of infinitely wide deep neural networks AISTATS 2020
Adversarial Audio: A New Information Hiding Method INTERSPEECH 2020
High-contrast “gaudy” images improve the training of deep neural network models of visual cortex NIPS 2020