Pinheiro, Pedro O.

13 publications

NeurIPS 2025 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 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

ICMLW 2024 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

NeurIPSW 2024 Pharmacophore-Based Design by Learning on Voxel Grids Omar Mahmood, Pedro O. Pinheiro, Richard Bonneau, Saeed Saremi, Vishnu Sresht

NeurIPS 2024 Score-Based 3D Molecule Generation with Neural Fields Matthieu Kirchmeyer, Pedro O. Pinheiro, Saeed Saremi

ICML 2024 Structure-Based Drug Design by Denoising Voxel Grids Pedro O. Pinheiro, Arian Rokkum Jamasb, Omar Mahmood, Vishnu Sresht, Saeed Saremi

CoRL 2021 Haptics-Based Curiosity for Sparse-Reward Tasks Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vazquez, Aaron Courville, Pedro O. Pinheiro

CVPRW 2020 CLAREL: Classification via Retrieval Loss for Zero-Shot Learning Boris N. Oreshkin, Negar Rostamzadeh, Pedro O. Pinheiro, Christopher J. Pal

ICLR 2020 Reinforced Active Learning for Image Segmentation Arantxa Casanova, Pedro O. Pinheiro, Negar Rostamzadeh, Christopher J. Pal

ICLRW 2019 Adaptive Cross-Modal Few-Shot Learning Chen Xing, Negar Rostamzadeh, Boris N. Oreshkin, Pedro O. Pinheiro

AAAI 2019 Adversarial Framing for Image and Video Classification Michal Zajac, Konrad Zolna, Negar Rostamzadeh, Pedro O. Pinheiro

ECCV 2018 Where Are the Blobs: Counting by Localization with Point Supervision Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vazquez, Mark Schmidt

CVPR 2015 From Image-Level to Pixel-Level Labeling with Convolutional Networks Pedro O. Pinheiro, Ronan Collobert