William Fedus
William Fedus
PhD Student, Montreal Institute for Learning Algorithms
Verified email at umontreal.ca - 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
3492019
MaskGAN: Better Text Generation via Filling in the ______
W Fedus, I Goodfellow, AM Dai
International Conference on Learning Representations (ICLR 2018), 2018
3262018
In silico labeling: Predicting fluorescent labels in unlabeled images
SF Eric Christiansen, Samuel J. Yang, D. Michael Ando, Ashkan Javaherian ...
Cell, 2018
2852018
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
2302010
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
1462017
Deep graph infomax
P Veličković, W Fedus, WL Hamilton, P Liņ, Y Bengio, RD Hjelm
International Conference on Learning Representations (ICLR 2019), 2018
1212018
Language GANs Falling Short
M Caccia, L Caccia, W Fedus, H Larochelle, J Pineau, L Charlin
International Conference on Learning Representations (ICLR 2020), 2018
1042018
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
972011
Switch transformers: Scaling to trillion parameter models with simple and efficient sparsity
W Fedus, B Zoph, N Shazeer
arXiv preprint arXiv:2101.03961, 2021
762021
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
452018
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
412017
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
302019
Revisiting fundamentals of experience replay
W Fedus, P Ramachandran, R Agarwal, Y Bengio, H Larochelle, ...
International Conference on Machine Learning, 3061-3071, 2020
232020
Benchmarking bonus-based exploration methods on the arcade learning environment
AA Taļga, W Fedus, MC Machado, A Courville, MG Bellemare
International Conference on Learning Representations (ICLR 2020), 2019
212019
On bonus based exploration methods in the arcade learning environment
AA Taiga, W Fedus, MC Machado, A Courville, MG Bellemare
International Conference on Learning Representations, 2019
192019
Revisiting resnets: Improved training and scaling strategies
I Bello, W Fedus, X Du, ED Cubuk, A Srinivas, TY Lin, J Shlens, B Zoph
arXiv preprint arXiv:2103.07579, 2021
142021
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
132019
Dai AM. MaskGAN: better text generation via filling in the_
W Fedus, I Goodfellow
arXiv preprint arXiv:1801.07736, 2018
92018
DMTPC: A dark matter detector with directional sensitivity
JBR Battat, S Allien, T Caldwell, D Dujmic, A Dushkin, P Fisher, F Golub, ...
AIP Conference Proceedings 1182 (1), 276-279, 2009
92009
Rejection of Electronic Recoils with the DMTPC Dark Matter Search
JP Lopez, S Ahlen, J Battat, T Caldwell, M Chernicoff, C Deaconu, ...
Physics Procedia 37, 575-582, 2012
52012
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Articles 1–20