Loading timeline…
20152010s
Christian Szegedy
Creator of the Inception architecture and co-inventor of batch normalization; later turned to machine-checked mathematics.
Organizations
GooglexAI
Major Achievements
- •Designed GoogLeNet and the Inception family, winning ImageNet 2014 with far fewer parameters than its rivals.
- •Co-authored 'Batch Normalization' (2015) with Sergey Ioffe.
- •Co-authored the 2013 paper that revealed adversarial examples in neural networks.
- •Moved on to automated theorem proving and machine-checkable mathematics.
Key Papers
- Batch Normalization: Accelerating Deep Network Training by Reducing Internal Covariate Shift
Sergey Ioffe, Christian Szegedy · ICML 2015
- Going Deeper with Convolutions
Christian Szegedy, Wei Liu, Yangqing Jia · CVPR 2015 · 2014