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Lista de obras de Ian 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

artículo científico publicado en 2014

Deep Learning ⬇️

libro de Ian Goodfellow

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 ⬇️

artículo científico publicado en 2015

Generative Adversarial Nets ⬇️

paper introducing GANs

Help me help you: interfaces for personal robots

scholarly article published 2010

Improved Techniques for Training GANs ⬇️

artículo científico publicado en 2016

Intriguing properties of neural networks ⬇️

artículo científico publicado en 2014

Is Generator Conditioning Causally Related to GAN Performance? ⬇️

artículo científico publicado en 2018

Making machine learning robust against adversarial inputs

artículo científico publicado en 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

artículo científico publicado en 2013

Self-Attention Generative Adversarial Networks ⬇️

TensorFlow: Large-Scale Machine Learning on Heterogeneous Distributed Systems ⬇️

artículo científico publicado en 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 ⬇️

artículo científico publicado en 2016

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