Isabela Albuquerque | DeepAI

AI Chat

Featured Co-authors

Joelle Pineau
116 publications
Richard Socher
111 publications
Alexandre Gramfort
73 publications
Ioannis Mitliagkas
46 publications
Aapo Hyvärinen
42 publications
Junnan Li
34 publications
Sven Gowal
31 publications
R Devon Hjelm
31 publications
Bogdan Mazoure
19 publications
Audrey Durand
18 publications
Nikhil Naik
17 publications

∙ 08/18/2022

Discovering Bugs in Vision Models using Off-the-shelf Image Generation and Captioning

Automatically discovering failures in vision models under real-world set...

6 Olivia Wiles, et al. ∙

∙ 03/30/2020

Improving out-of-distribution generalization via multi-task self-supervised pretraining

Self-supervised feature representations have been shown to be useful for...

0 Isabela Albuquerque, et al. ∙

∙ 02/21/2020

An end-to-end approach for the verification problem: learning the right distance

In this contribution, we augment the metric learning setting by introduc...

4 João Monteiro, et al. ∙

∙ 11/13/2019

Self-supervised representation learning from electroencephalography signals

The supervised learning paradigm is limited by the cost - and sometimes ...

27 Hubert Banville, et al. ∙

∙ 11/03/2019

Adversarial target-invariant representation learning for domain generalization

In many applications of machine learning, the training and test set data...

0 Isabela Albuquerque, et al. ∙

∙ 06/20/2019

Cross-Subject Statistical Shift Estimation for Generalized Electroencephalography-based Mental Workload Assessment

Assessment of mental workload in real world conditions is key to ensure ...

1 Isabela Albuquerque, et al. ∙

∙ 01/24/2019

Multi-objective training of Generative Adversarial Networks with multiple discriminators

Recent literature has demonstrated promising results for training Genera...

0 Isabela Albuquerque, et al. ∙

∙ 01/23/2019

Learning to navigate image manifolds induced by generative adversarial networks for unsupervised video generation

In this work, we introduce a two-step framework for generative modeling ...

0 Isabela Albuquerque, et al. ∙

∙ 07/31/2018

Online Adaptative Curriculum Learning for GANs

Generative Adversarial Networks (GANs) can successfully learn a probabil...

20 Thang Doan, et al. ∙

Are you a researcher?
Expose your work
to one of the largest
A.I. communities in the world