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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
Are Easier or Harder Examples Better? Rethinking Data Selection for Reward Models and Preference Optimization
Kevin Christian Wibisono
,
Aya Abdelsalam Ismail
,
Pedro O. Pinheiro
,
Yixin Wang
,
Kyunghyun Cho
,
Natasa Tagasovska
,
Rajesh Ranganath
ICLR 2026 Workshop DATA-FM
Readers:
Everyone
Beyond Atoms: Evaluating Electron Density Representation for 3D Molecular Learning
Patricia Adriana Suriana
,
Joshua A Rackers
,
Ewa Nowara
,
Pedro O. Pinheiro
,
Vishnu Sresht
,
John M Nicoludis
AI4D3 2025 Poster
Readers:
Everyone
Beyond Atoms: Evaluating Electron Density Representation for 3D Molecular Learning
Patricia Adriana Suriana
,
Joshua A Rackers
,
Ewa Nowara
,
Pedro O. Pinheiro
,
Vishnu Sresht
,
John M Nicoludis
NeurIPS2025-AI4Science Poster
Readers:
Everyone
AtoMAE: Learning Protein Structure Representations from Atomic Voxel Grids via Masked Autoencoders
Namuk Park
,
Pedro O. Pinheiro
,
Nathan C. Frey
,
Sidney L Lisanza
,
Andrew Martin Watkins
,
Arian Rokkum Jamasb
,
Matthieu Kirchmeyer
,
Richard Bonneau
,
Saeed Saremi
,
Vladimir Gligorijevic
GenBio 2025 Poster
Readers:
Everyone
Generative property enhancer: implicit guided generation through conditional density estimation
Pedro O. Pinheiro
,
Pan Kessel
,
Aya Abdelsalam Ismail
,
Sai Pooja Mahajan
,
Kyunghyun Cho
,
Saeed Saremi
,
Natasa Tagasovska
NeurIPS 2025 poster
Readers:
Everyone
Unified all-atom molecule generation with neural fields
Matthieu Kirchmeyer
,
Pedro O. Pinheiro
,
Emma Willett
,
Karolis Martinkus
,
Joseph Kleinhenz
,
Emily K. Makowski
,
Andrew Martin Watkins
,
Vladimir Gligorijevic
,
Richard Bonneau
,
Saeed Saremi
NeurIPS 2025 poster
Readers:
Everyone
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries
Ewa Nowara
,
Pedro O. Pinheiro
,
Sai Pooja Mahajan
,
Omar Mahmood
,
Andrew Martin Watkins
,
Saeed Saremi
,
Michael Maser
OpenReview Archive Direct Upload
Readers:
Everyone
Pharmacophore-based design by learning on voxel grids
Omar Mahmood
,
Pedro O. Pinheiro
,
Richard Bonneau
,
Saeed Saremi
,
Vishnu Sresht
AIDrugX Poster
Readers:
Everyone
Pharmacophore-based design by learning on voxel grids
Omar Mahmood
,
Pedro O. Pinheiro
,
Richard Bonneau
,
Saeed Saremi
,
Vishnu Sresht
Submitted to ICLR 2025
Readers:
Everyone
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries
Ewa Nowara
,
Pedro O. Pinheiro
,
Sai Pooja Mahajan
,
Omar Mahmood
,
Andrew Martin Watkins
,
Saeed Saremi
,
Michael Maser
ICML2024-AI4Science Spotlight
Readers:
Everyone
View all 37 publications
Co-Authors
Aaron C. Courville
Aaron Courville
Amjad Almahairi
Andrew Martin Watkins
Arantxa Casanova
Arian Rokkum Jamasb
Aya Abdelsalam Ismail
Boris N. Oreshkin
Chen Xing
Chris Pal
Christopher J. Pal
Claire Cardie
Cyril Ibrahim
David Vazquez
Emily K. Makowski
Emma Willett
Ewa Nowara
Florian Golemo
Issam H. Laradji
Jae Hyun Lim
John M Nicoludis
Joseph Kleinhenz
Joshua A Rackers
Joshua Rackers
Karolis Martinkus
View all 64 co-authors