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Nitish Srivastava | Researchclopedia

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Nitish Srivastava

Google (United States)ORCID

44

Works

44,992

Citations

21

h-index

25

i10-index

Research Topics

Generative Adversarial Networks and Image Synthesis Parallel Computing and Optimization Techniques Embedded Systems Design Techniques

Affiliations

Google (United States)2022–2024

Apple (Israel)2021–2021

University of Toronto2012–2015

Cornell University2017–2024

École Centrale Paris2009–2009

Top Works

Dropout: a simple way to prevent neural networks from overfitting

Nitish Srivastava,Geoffrey E. Hinton,et al.

201434,179 citations

Domain Adaptation and Few-Shot Learning

Neural Networks and Applications

Improving neural networks by preventing co-adaptation of feature detectors

Geoffrey E. Hinton,Nitish Srivastava,et al.

20126,639 citations

Unsupervised Learning of Video Representations using LSTMs

Nitish Srivastava,Elman Mansimov,et al.

20151,663 citations

Multimodal Learning with Deep Boltzmann Machines

Nitish Srivastava,Ruslan Salakhutdinov

2012625 citations

Improving Neural Networks with Dropout

Nitish Srivastava

2013270 citations

MatRaptor: A Sparse-Sparse Matrix Multiplication Accelerator Based on Row-Wise Product

Nitish Srivastava,Hanchen Jin,et al.

2020203 citations

Learning Representations for Multimodal Data with Deep Belief Nets

Nitish Srivastava,Ruslan Salakhutdinov

2012180 citations

Exploiting Image-trained CNN Architectures for Unconstrained Video Classification

Shengxin Zha,Florian Luisier,et al.

2015178 citations

Discriminative Transfer Learning with Tree-based Priors

Nitish Srivastava,Ruslan Salakhutdinov

2013171 citations