6.9k citations · 9k across the 31 of their papers we have counts for
Showing cs.CVShow all
2 papers · 1 filter
cs.CV2022★ 1 cited
Transformer-Based Learned Optimization
Erik Gärtner, Luke Metz, Mykhaylo Andriluka +2
We propose a new approach to learned optimization where we represent the computation of an optimizer's update step using a neural network. The parameters of the optimizer are then…
cs.CV2018★ 42 cited
Adversarial Spheres
Justin Gilmer, Luke Metz, Fartash Faghri +4
State of the art computer vision models have been shown to be vulnerable to small adversarial perturbations of the input. In other words, most images in the data distribution are b…