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List of works by Ian J. Goodfellow

A Domain Agnostic Measure for Monitoring and Evaluating GANs

Adversarial Examples that Fool both Computer Vision and Time-Limited Humans

scholarly article by Gamaleldin Elsayed et al published 2018 in Advances in Neural Information Processing Systems 31

Challenges in Representation Learning: A Report on Three Machine Learning Contests

scholarly article by Ian J. Goodfellow et al published 2013 in Lecture Notes in Computer Science

Challenges in representation learning: a report on three machine learning contests

scientific article published on 29 December 2014

Deep Learning

book edition from 2016 by Goodfellow, Bengio and Courville

Deep Learning with Differential Privacy

scholarly article by Martín Abadi et al published 24 October 2016 in Proceedings of the 2016 ACM SIGSAC Conference on Computer and Communications Security

Explaining and Harnessing Adversarial Examples

scientific article published on 20 March 2015

Generative Adversarial Nets

paper introducing GANs

Help me help you: interfaces for personal robots

scholarly article published 2010

Improved Techniques for Training GANs

scientific article published in January 2016

Intriguing properties of neural networks

scientific article published on 19 February 2014

Is Generator Conditioning Causally Related to GAN Performance?

scientific article published on 23 February 2018

Making machine learning robust against adversarial inputs

scientific article published on 25 June 2018

MixMatch: A Holistic Approach to Semi-Supervised Learning

Multi-Prediction Deep Boltzmann Machines

Realistic Evaluation of Deep Semi-Supervised Learning Algorithms

scholarly article by Avital Oliver et al published 2018 in Advances in Neural Information Processing Systems 31

Sanity Checks for Saliency Maps

Scaling up spike-and-slab models for unsupervised feature learning

scientific article published in August 2013

Self-Attention Generative Adversarial Networks

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems

scientific article (publication date: 16 March 2016)

The Space of Transferable Adversarial Examples

scholarly article

Theano: A Python framework for fast computation of mathematical expressions

journal article

Unsupervised Learning for Physical Interaction through Video Prediction

scientific article published in January 2016