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Pedro O. Pinheiro
Researcher, Prescient Design, Genentech
Joined
September 2017
Names
Pedro O. Pinheiro
(Preferred)
,
Pedro Oliveira Pinheiro
,
Pedro Pinheiro
Emails
****@opinheiro.com
(Confirmed)
,
****@elementai.com
(Confirmed)
,
****@deepgenomics.com
(Confirmed)
,
****@roche.com
(Confirmed)
,
****@gene.com
(Confirmed)
Personal Links
Google Scholar
DBLP
Career & Education History
Researcher
Prescient Design, Genentech
(gene.com)
2022
–
Present
Researcher
Deep Genomics
(deepgenomics.com)
2021
–
2022
Researcher
Element AI
(elementai.com)
2017
–
2020
PhD student
Swiss Federal Institute of Technology Lausanne
(epfl.ch)
2012
–
2017
Undergrad student
INSA de Lyon
(insa-lyon.fr)
2007
–
2012
Advisors, Relations & Conflicts
Coauthor
Piotr Dollar
2015
–
Present
Coauthor
Ronan Collobert
2013
–
Present
PhD Advisor
Ronan
2012
–
2017
Coauthor
Sergey Zagoruyko
2016
–
2016
Coworker
Piotr Dollar
2015
–
2016
Expertise
Generative models
2021
–
2025
AI for sciences
2021
–
2025
Multimodal models
2018
–
2025
Representation learning
2013
–
2025
Publications
3D molecule generation by denoising voxel grids
Pedro O. Pinheiro
,
Joshua Rackers
,
Joseph Kleinhenz
,
Michael Maser
,
Omar Mahmood
,
Andrew Martin Watkins
,
Stephen Ra
,
Vishnu Sresht
,
Saeed Saremi
Published: 01 Jan 2023, Last Modified: 30 Sept 2023
CoRR 2023
Readers:
Everyone
Learning to Adapt to Semantic Shift
Ryan Y Benmalek
,
Sabhya Chhabria
,
Pedro O. Pinheiro
,
Claire Cardie
,
Serge Belongie
29 Sept 2021 (modified: 13 Feb 2023)
ICLR 2022 Conference Withdrawn Submission
Readers:
Everyone
Haptics-based Curiosity for Sparse-reward Tasks
Sai Rajeswar
,
Cyril Ibrahim
,
Nitin Surya
,
Florian Golemo
,
David Vazquez
,
Aaron Courville
,
Pedro O. Pinheiro
Published: 13 Sept 2021, Last Modified: 05 May 2023
CoRL2021 Poster
Readers:
Everyone
Haptics-based Curiosity for Sparse-reward Tasks
Sai Rajeswar
,
Cyril Ibrahim
,
Nitin Surya
,
Florian Golemo
,
David Vázquez
,
Aaron C. Courville
,
Pedro O. Pinheiro
2021 (modified: 25 Feb 2022)
CoRL 2021
Readers:
Everyone
Touch-based Curiosity for Sparse-Reward Tasks
Sai Rajeswar
,
Cyril Ibrahim
,
Nitin Surya
,
Florian Golemo
,
David Vázquez
,
Aaron C. Courville
,
Pedro O. Pinheiro
2021 (modified: 25 Feb 2022)
CoRR 2021
Readers:
Everyone
Unsupervised Learning of Dense Visual Representations
Pedro O. Pinheiro
,
Amjad Almahairi
,
Ryan Y. Benmalek
,
Florian Golemo
,
Aaron C. Courville
2020 (modified: 04 Jun 2024)
NeurIPS 2020
Readers:
Everyone
Reinforced active learning for image segmentation
Arantxa Casanova
,
Pedro O. Pinheiro
,
Negar Rostamzadeh
,
Christopher J. Pal
Published: 01 Jan 2020, Last Modified: 30 Sept 2023
ICLR 2020
Readers:
Everyone
Adversarial Framing for Image and Video Classification.
Michal Zajac
,
Konrad Zolna
,
Negar Rostamzadeh
,
Pedro O. Pinheiro
2019 (modified: 10 Nov 2022)
AAAI2019
Readers:
Everyone
Instance Segmentation with Point Supervision
Issam H. Laradji
,
Negar Rostamzadeh
,
Pedro O. Pinheiro
,
David Vázquez
,
Mark Schmidt
2019 (modified: 08 May 2023)
CoRR 2019
Readers:
Everyone
Neural Multisensory Scene Inference
Jae Hyun Lim
,
Pedro O. Pinheiro
,
Negar Rostamzadeh
,
Christopher J. Pal
,
Sungjin Ahn
2019 (modified: 08 May 2023)
CoRR 2019
Readers:
Everyone
View all 24 publications
Co-Authors
Aaron C. Courville
Aaron Courville
Amjad Almahairi
Andrew Martin Watkins
Arantxa Casanova
Boris N. Oreshkin
Chen Xing
Chris Pal
Christopher J. Pal
Claire Cardie
Cyril Ibrahim
David Vazquez
Florian Golemo
Issam H. Laradji
Jae Hyun Lim
Joseph Kleinhenz
Joshua Rackers
Konrad Zolna
Kris Y. Hong
Mark Schmidt
Mark W. Schmidt
Michael Maser
Michal Zajac
Negar Rostamzadeh
Nitin Surya
View all 41 co-authors