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Emily Denton
Emily Denton
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Title
Cited by
Cited by
Year
Deep generative image models using a laplacian pyramid of adversarial networks
EL Denton, S Chintala, R Fergus
Advances in neural information processing systems 28, 2015
25142015
Exploiting linear structure within convolutional networks for efficient evaluation
EL Denton, W Zaremba, J Bruna, Y LeCun, R Fergus
Advances in neural information processing systems 27, 2014
16912014
Unsupervised learning of disentangled representations from video
EL Denton
Advances in neural information processing systems 30, 2017
5602017
Stochastic video generation with a learned prior
E Denton, R Fergus
International conference on machine learning, 1174-1183, 2018
4192018
Photorealistic text-to-image diffusion models with deep language understanding
C Saharia, W Chan, S Saxena, L Li, J Whang, E Denton, ...
arXiv preprint arXiv:2205.11487, 2022
3442022
Data and its (dis) contents: A survey of dataset development and use in machine learning research
A Paullada, ID Raji, EM Bender, E Denton, A Hanna
Patterns 2 (11), 100336, 2021
2102021
Saving face: Investigating the ethical concerns of facial recognition auditing
ID Raji, T Gebru, M Mitchell, J Buolamwini, J Lee, E Denton
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 145-151, 2020
1982020
Towards a critical race methodology in algorithmic fairness
A Hanna, E Denton, A Smart, J Smith-Loud
Proceedings of the 2020 conference on fairness, accountability, and …, 2020
1862020
Modeling others using oneself in multi-agent reinforcement learning
R Raileanu, E Denton, A Szlam, R Fergus
International conference on machine learning, 4257-4266, 2018
1632018
Semi-supervised learning with context-conditional generative adversarial networks
E Denton, S Gross, R Fergus
arXiv preprint arXiv:1611.06430, 2016
1602016
Towards accountability for machine learning datasets: Practices from software engineering and infrastructure
B Hutchinson, A Smart, A Hanna, E Denton, C Greer, O Kjartansson, ...
Proceedings of the 2021 ACM Conference on Fairness, Accountability, and …, 2021
1392021
Social biases in NLP models as barriers for persons with disabilities
B Hutchinson, V Prabhakaran, E Denton, K Webster, Y Zhong, S Denuyl
arXiv preprint arXiv:2005.00813, 2020
1282020
How to train a GAN? Tips and tricks to make GANs work
S Chintala, E Denton, M Arjovsky, M Mathieu
GitHub, Dec, 2016
1132016
User conditional hashtag prediction for images
E Denton, J Weston, M Paluri, L Bourdev, R Fergus
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
962015
ChromoHub: a data hub for navigators of chromatin-mediated signalling
L Liu, XT Zhen, E Denton, BD Marsden, M Schapira
Bioinformatics 28 (16), 2205-2206, 2012
852012
Characterising bias in compressed models
S Hooker, N Moorosi, G Clark, S Bengio, E Denton
arXiv preprint arXiv:2010.03058, 2020
842020
Do datasets have politics? Disciplinary values in computer vision dataset development
MK Scheuerman, A Hanna, E Denton
Proceedings of the ACM on Human-Computer Interaction 5 (CSCW2), 1-37, 2021
812021
AI and the everything in the whole wide world benchmark
ID Raji, EM Bender, A Paullada, E Denton, A Hanna
Thirty-fifth Conference on Neural Information Processing Systems Datasets …, 2021
712021
A global assessment of cancer genomic alterations in epigenetic mechanisms
MA Shah, EL Denton, CH Arrowsmith, M Lupien, M Schapira
Epigenetics & chromatin 7 (1), 1-15, 2014
672014
Diversity and inclusion metrics in subset selection
M Mitchell, D Baker, N Moorosi, E Denton, B Hutchinson, A Hanna, ...
Proceedings of the AAAI/ACM Conference on AI, Ethics, and Society, 117-123, 2020
652020
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