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Faruk Ahmed
Faruk Ahmed
Research Scientist, Google
Verified email at umontreal.ca
Title
Cited by
Cited by
Year
Improved training of Wasserstein GANs
I Gulrajani, F Ahmed, M Arjovsky, V Dumoulin, A Courville
Neural Information Processing Systems (NeurIPS), 2017
109322017
Reducing overfitting in deep networks by decorrelating representations
M Cogswell, F Ahmed, R Girshick, L Zitnick, D Batra
International Conference on Learning Representations (ICLR), 2016
4852016
PixelVAE: A latent variable model for natural images
I Gulrajani, K Kumar, F Ahmed, A Ali Taiga, F Visin, D Vazquez, ...
International Conference on Learning Representations (ICLR), 2017
3892017
Removal of high-density salt-and-pepper noise in images with an iterative adaptive fuzzy filter using alpha-trimmed mean
F Ahmed, S Das
IEEE Transactions on Fuzzy Systems 22 (5), 1352-1358, 2013
1332013
Systematic generalisation with group invariant predictions
F Ahmed, Y Bengio, H van Seijen, A Courville
International Conference on Learning Representations (ICLR), 2021
972021
Detecting semantic anomalies
F Ahmed, A Courville
Proceedings of the AAAI Conference on Artificial Intelligence (AAAI) 34 (4 …, 2020
952020
Optimizing expected intersection-over-union with candidate-constrained CRFs
F Ahmed, D Tarlow, D Batra
IEEE International Conference on Computer Vision (ICCV), 1850-1858, 2015
752015
Probability distillation: A caveat and alternatives
CW Huang*, F Ahmed*, K Kumar, A Lacoste, A Courville
Uncertainty in Artificial Intelligence (UAI), 2019
82019
Domain-specific optimization and diverse evaluation of self-supervised models for histopathology
J Lai, F Ahmed, S Vijay, T Jaroensri, J Loo, S Vyawahare, S Agarwal, ...
arXiv preprint arXiv:2310.13259, 2023
42023
An ensemble approach for detecting machine failure from sound
F Ahmed, P Nguyen, A Courville
DCASE2020 Challenge, Tech. Report, 2020
42020
Integrating categorical semantics into unsupervised domain translation
S Lavoie, F Ahmed, A Courville
International Conference on Learning Representations (ICLR), 2020
4*2020
Generative models for natural images
F Ahmed
Université de Montréal (M.Sc Thesis), 2018
22018
Improving predictive behavior under distributional shift
F Ahmed
Université de Montréal (Ph.D Thesis), 2024
2024
Online black-box adaptation to label-shift in the presence of conditional-shift
F Ahmed, A Courville
2022
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Articles 1–14