Alexey Kurakin

Alexey Kurakin

Research Areas

Authored Publications
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AdaMatch: A Unified Approach to Semi-Supervised Learning and Domain Adaptation
Becca Roelofs
David Berthelot
Kihyuk Sohn
Nicholas Carlini
ICLR (2022)
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence
Chun-Liang Li
Colin Raffel
David Berthelot
Ekin Dogus Cubuk
Han Zhang
Kihyuk Sohn
Nicholas Carlini
NeurIPS (2020) (to appear)
ReMixMatch: Semi-Supervised Learning with Distribution Matching and Augmentation Anchoring
Colin Raffel
David Berthelot
Ekin Dogus Cubuk
Han Zhang
Kihyuk Sohn
Nicholas Carlini
ICLR, ICLR (2020)
Adversarial Examples that Fool both Computer Vision and Time-Limited Humans
Gamaleldin Fathy Elsayed
Shreya Shankar
Brian Cheung
Ian Goodfellow
Jascha Sohl-dickstein
NeurIPS (2018)
Ensemble Adversarial Training: Attacks and Defenses
Dan Boneh
Florian Tramèr
Ian Goodfellow
Patrick McDaniel
ICLR (2018)
Adversarial Machine Learning at Scale
Ian J. Goodfellow
Samy Bengio
ICLR (2017)
Adversarial examples in the physical world
Ian Goodfellow
Samy Bengio
ICLR Workshop (2017)