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William Fedus
William Fedus
Senior Research Scientist, Google Brain
Verified email at google.com - Homepage
Title
Cited by
Cited by
Year
Deep Graph Infomax.
P Velickovic, W Fedus, WL Hamilton, P Liņ, Y Bengio, RD Hjelm
ICLR (Poster) 2 (3), 4, 2019
8062019
MaskGAN: Better Text Generation via Filling in the ______
W Fedus, I Goodfellow, AM Dai
International Conference on Learning Representations (ICLR 2018), 2018
4502018
In silico labeling: Predicting fluorescent labels in unlabeled images
SF Eric Christiansen, Samuel J. Yang, D. Michael Ando, Ashkan Javaherian ...
Cell, 2018
4122018
Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity
W Fedus, B Zoph, N Shazeer
3962021
Deep graph infomax
P Veličković, W Fedus, WL Hamilton, P Liņ, Y Bengio, RD Hjelm
arXiv preprint arXiv:1809.10341, 2018
2632018
The case for a directional dark matter detector and the status of current experimental efforts
S Ahlen, N Afshordi, JBR Battat, J Billard, N Bozorgnia, S Burgos, ...
International Journal of Modern Physics A 25 (01), 1-51, 2010
2352010
Many Paths to Equilibrium: GANs Do Not Need to Decrease a Divergence At Every Step
W Fedus, M Rosca, B Lakshminarayanan, AM Dai, S Mohamed, ...
International Conference on Learning Representations (ICLR 2018), 2017
1882017
Language GANs Falling Short
M Caccia, L Caccia, W Fedus, H Larochelle, J Pineau, L Charlin
International Conference on Learning Representations (ICLR 2020), 2018
1402018
Revisiting resnets: Improved training and scaling strategies
I Bello, W Fedus, X Du, ED Cubuk, A Srinivas, TY Lin, J Shlens, B Zoph
Advances in Neural Information Processing Systems 34, 22614-22627, 2021
1042021
First dark matter search results from a surface run of the 10-L DMTPC directional dark matter detector
S Ahlen, JBR Battat, T Caldwell, C Deaconu, D Dujmic, W Fedus, P Fisher, ...
Physics Letters B 695 (1-4), 124-129, 2011
992011
Palm: Scaling language modeling with pathways
A Chowdhery, S Narang, J Devlin, M Bosma, G Mishra, A Roberts, ...
arXiv preprint arXiv:2204.02311, 2022
942022
Revisiting fundamentals of experience replay
W Fedus, P Ramachandran, R Agarwal, Y Bengio, H Larochelle, ...
International Conference on Machine Learning, 3061-3071, 2020
842020
On bonus-based exploration methods in the arcade learning environment
AA Taiga, W Fedus, MC Machado, A Courville, MG Bellemare
arXiv preprint arXiv:2109.11052, 2021
61*2021
Hyperbolic discounting and learning over multiple horizons
W Fedus, C Gelada, Y Bengio, MG Bellemare, H Larochelle
Reinforcement Learning and Decision Making (RLDM 2019), 2019
612019
Recall Traces: Backtracking Models for Efficient Reinforcement Learning
A Goyal, P Brakel, W Fedus, T Lillicrap, S Levine, H Larochelle, Y Bengio
International Conference on Learning Representations (ICLR 2019), 2018
592018
Disentangling the independently controllable factors of variation by interacting with the world
V Thomas, E Bengio, W Fedus, J Pondard, P Beaudoin, H Larochelle, ...
NIPS Workshop on Learning Disentangled Features (2017), 2017
502017
Do transformer modifications transfer across implementations and applications?
S Narang, HW Chung, Y Tay, W Fedus, T Fevry, M Matena, K Malkan, ...
arXiv preprint arXiv:2102.11972, 2021
47*2021
Glam: Efficient scaling of language models with mixture-of-experts
N Du, Y Huang, AM Dai, S Tong, D Lepikhin, Y Xu, M Krikun, Y Zhou, ...
International Conference on Machine Learning, 5547-5569, 2022
272022
Algorithmic Improvements for Deep Reinforcement Learning applied to Interactive Fiction
V Jain, W Fedus, H Larochelle, D Precup, MG Bellemare
Association for the Advancement of Artificial Intelligence (AAAI 2020), 2019
262019
Scale efficiently: Insights from pre-training and fine-tuning transformers
Y Tay, M Dehghani, J Rao, W Fedus, S Abnar, HW Chung, S Narang, ...
arXiv preprint arXiv:2109.10686, 2021
172021
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