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Ian Goodfellow
Research Scientist, DeepMind
Joined
September 2016
Names
Ian Goodfellow
(Preferred)
,
Ian J. Goodfellow
Emails
****@gmail.com
(Confirmed)
,
****@google.com
(Confirmed)
,
****@openai.com
(Confirmed)
,
****@deepmind.com
(Confirmed)
Personal Links
Homepage
Google Scholar
DBLP
Wikipedia
Career & Education History
Research Scientist
DeepMind
(deepmind.com)
2022
–
Present
Advisors, Relations & Conflicts
No relations added
Expertise
GANs
2014
–
Present
ML security
2013
–
Present
deep learning
2008
–
Present
Publications
MONA: Myopic Optimization with Non-myopic Approval Can Mitigate Multi-step Reward Hacking
Sebastian Farquhar
,
Vikrant Varma
,
David Lindner
,
David Elson
,
Caleb Biddulph
,
Ian Goodfellow
,
Rohin Shah
ICML 2025 poster
Readers:
Everyone
Subtle adversarial image manipulations influence both human and machine perception
Vijay Veerabadran
,
Josh Goldman
,
Shreya Shankar
,
Brian Cheung
,
Nicolas Papernot
,
Alexey Kurakin
,
Ian Goodfellow
,
Jonathon Shlens
,
Jascha Sohl-Dickstein
,
Michael Curtis Mozer
,
Gamaleldin Fathy Elsayed
Nature Communications
Readers:
Everyone
Imperceptible, Robust, and Targeted Adversarial Examples for Automatic Speech Recognition
Yao Qin
,
Nicholas Carlini
,
Garrison W. Cottrell
,
Ian J. Goodfellow
,
Colin Raffel
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
TensorFuzz: Debugging Neural Networks with Coverage-Guided Fuzzing
Augustus Odena
,
Catherine Olsson
,
David Andersen
,
Ian J. Goodfellow
2019 (modified: 11 Nov 2022)
ICML 2019
Readers:
Everyone
Self-Attention Generative Adversarial Networks
Han Zhang
,
Ian J. Goodfellow
,
Dimitris N. Metaxas
,
Augustus Odena
2019 (modified: 28 Mar 2023)
ICML 2019
Readers:
Everyone
Realistic Evaluation of Deep Semi-Supervised Learning Algorithms
Avital Oliver
,
Augustus Odena
,
Colin A. Raffel
,
Ekin Dogus Cubuk
,
Ian J. Goodfellow
2018 (modified: 11 Nov 2022)
NeurIPS 2018
Readers:
Everyone
Adversarial Examples that Fool both Computer Vision and Time-Limited Humans
Gamaleldin F. Elsayed
,
Shreya Shankar
,
Brian Cheung
,
Nicolas Papernot
,
Alexey Kurakin
,
Ian J. Goodfellow
,
Jascha Sohl-Dickstein
2018 (modified: 11 Nov 2022)
NeurIPS 2018
Readers:
Everyone
Sanity Checks for Saliency Maps
Julius Adebayo
,
Justin Gilmer
,
Michael Muelly
,
Ian J. Goodfellow
,
Moritz Hardt
,
Been Kim
2018 (modified: 11 Nov 2022)
NeurIPS 2018
Readers:
Everyone
Is Generator Conditioning Causally Related to GAN Performance?
Augustus Odena
,
Jacob Buckman
,
Catherine Olsson
,
Tom B. Brown
,
Christopher Olah
,
Colin Raffel
,
Ian J. Goodfellow
2018 (modified: 11 Nov 2022)
ICML 2018
Readers:
Everyone
Unsupervised Learning for Physical Interaction through Video Prediction
Chelsea Finn
,
Ian J. Goodfellow
,
Sergey Levine
2016 (modified: 11 Nov 2022)
NIPS 2016
Readers:
Everyone
View all 19 publications
Co-Authors
Aaron C. Courville
Alec Radford
Alexey Kurakin
Andrew M. Saxe
Andrew Y. Ng
Augustus Odena
Avital Oliver
Been Kim
Bing Xu
Brian Cheung
Caleb Biddulph
Catherine Olsson
Chelsea Finn
Christopher Olah
Colin Raffel
David Andersen
David Elson
David Lindner
David Warde-Farley
Dimitris N. Metaxas
Ekin Dogus Cubuk
Gamaleldin F. Elsayed
Gamaleldin Fathy Elsayed
Garrison W. Cottrell
Han Zhang
View all 58 co-authors