Deep Learning
Adversarial training for free!
Ali Shafahi, Mahyar Najibi, Mohammad Amin Ghiasi, Zheng Xu, John Dickerson, Christoph Studer, Larry S. Davis, Gavin Taylor, Tom Goldstein
Neural Information Processing Systems http://nips.cc/
Comparison Against Task Driven Artificial Neural Networks Reveals Functional Properties in Mouse Visual Cortex
Jianghong Shi, Eric Shea-Brown, Michael Buice
Neural Information Processing Systems http://nips.cc/
Fast Structured Decoding for Sequence Models
Zhiqing Sun, Zhuohan Li, Haoqing Wang, Di He, Zi Lin, Zhihong Deng
Neural Information Processing Systems http://nips.cc/
Understanding Batch Normalization
Nils Bjorck, Carla P. Gomes, Bart Selman, Kilian Q. Weinberger
Its tendency to improve accuracy and speed up training have established BN as a favorite technique in deep learning.
Scaling provable adversarial defenses
Eric Wong, Frank Schmidt, Jan Hendrik Metzen, J. Zico Kolter
Neural Information Processing Systems http://nips.cc/
