Alex Krizhevsky
Publications by Year
Research Areas
Advanced Neural Network Applications, Neural Networks and Applications, Advanced Image and Video Retrieval Techniques, Robot Manipulation and Learning, Domain Adaptation and Few-Shot Learning
Most-Cited Works
- → ImageNet classification with deep convolutional neural networks(2017)75,550 cited
- Dropout: a simple way to prevent neural networks from overfitting(2014)
- → Learning Multiple Layers of Features from Tiny Images(2024)25,445 cited
- → Improving neural networks by preventing co-adaptation of feature detectors(2012)6,639 cited
- → Transforming Auto-Encoders(2011)1,316 cited
- → One weird trick for parallelizing convolutional neural networks(2014)984 cited
- → ChauffeurNet: Learning to Drive by Imitating the Best and Synthesizing the Worst(2019)672 cited
- Using very deep autoencoders for content-based image retrieval.(2011)
- → Learning Hand-Eye Coordination for Robotic Grasping with Large-Scale Data Collection(2017)274 cited
- → Learning hand-eye coordination for robotic grasping with deep learning and large-scale data collection(2017)271 cited