On Pixel-Wise Explanations for Non-Linear Classifier Decisions by Layer-Wise Relevance Propagation
2015· article· en· PLoS ONE· Computer Science
fundno aff
4 586
citations
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BinaryConnect: Training Deep Neural Networks with binary weights during propagations
2015· preprint· en· PolyPublie (École Polytechnique de Montréal)· Computer Science
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1 835
citations
1 778
citations
1 321
citations
Unsupervised Learning of Invariant Feature Hierarchies with Applications to Object Recognition
2007· article· en· Computer Science
fundno aff
1 108
citations
Hyperopt: a Python library for model selection and hyperparameter optimization
2015· article· en· Computational Science & Discovery· Computer Science
afffund
1 041
citations
607
citations
518
citations
An Efficient Learning Procedure for Deep Boltzmann Machines
2012· article· en· Neural Computation· Computer Science
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490
citations
451
citations
Deep Bayesian Active Learning with Image Data
2017· article· en· Oxford University Research Archive (ORA) (University of Oxford)· Computer Science
aff
435
citations
335
citations
Professor Forcing: A New Algorithm for Training Recurrent Networks
2016· article· en· arXiv (Cornell University)· Computer Science
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330
citations
TRAINING DEEP NEURAL NETWORKS ON NOISY LABELS WITH BOOTSTRAPPING
2015· article· en· arXiv (Cornell University)· Computer Science
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330
citations
Deep Neural Networks as Gaussian Processes
2018· article· en· arXiv (Cornell University)· Computer Science
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318
citations
Hyperopt-Sklearn: Automatic Hyperparameter Configuration for Scikit-Learn
2014· article· en· Proceedings of the Python in Science Conferences· Computer Science
afffund
298
citations
Adaptive dropout for training deep neural networks
2013· article· en· neural information processing systems· Computer Science
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280
citations
Decoupling direction and norm for efficient gradient-based L2 adversarial attacks and defenses
2019· article· Espace ÉTS (ETS)· Computer Science
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252
citations
244
citations
Generative Moment Matching Networks
2015· preprint· en· arXiv (Cornell University)· Computer Science
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244
citations
XNOR-RRAM: A scalable and parallel resistive synaptic architecture for binary neural networks
2018· article· en· Engineering
fundno aff
231
citations
Supervised Learning with Tensor Networks
2016· article· en· Neural Information Processing Systems· Mathematics
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214
citations
Quantized Neural Networks: Training Neural Networks with Low Precision Weights and Activations
2016· preprint· en· arXiv (Cornell University)· Computer Science
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194
citations
Fast, energy-efficient, robust, and reproducible mixed-signal neuromorphic classifier based on embedded NOR flash memory technology
2017· article· en· Engineering
fundno aff
191
citations
CRADLE: Cross-Backend Validation to Detect and Localize Bugs in Deep Learning Libraries
2019· article· en· Computer Science
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191
citations