Pedro O. Pinheiro

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 27

Top Topics

Convolutional Neural Networks

Visual Representations

Supervised Learning

Top Venues

Publications

Pedro O. Pinheiro, Arian Jamasb, Omar Mahmood, Vishnu Sresht, Saeed Saremi
Structure-based drug design by denoising voxel grids. CoRR (2024)
Ewa M. Nowara, Pedro O. Pinheiro, Sai Pooja Mahajan, Omar Mahmood, Andrew Martin Watkins, Saeed Saremi, Michael Maser
NEBULA: Neural Empirical Bayes Under Latent Representations for Efficient and Controllable Design of Molecular Libraries. CoRR (2024)
Pedro O. Pinheiro, Joshua Rackers, Joseph Kleinhenz, Michael Maser, Omar Mahmood, Andrew M. Watkins, Stephen Ra, Vishnu Sresht, Saeed Saremi
3D molecule generation by denoising voxel grids. NeurIPS (2023)
Pedro O. Pinheiro, Joshua Rackers, Joseph Kleinhenz, Michael Maser, Omar Mahmood, Andrew Martin Watkins, Stephen Ra, Vishnu Sresht, Saeed Saremi
3D molecule generation by denoising voxel grids. CoRR (2023)
Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vázquez, Aaron C. Courville, Pedro O. Pinheiro
Haptics-based Curiosity for Sparse-reward Tasks. CoRL (2021)
Sai Rajeswar, Cyril Ibrahim, Nitin Surya, Florian Golemo, David Vázquez, Aaron C. Courville, Pedro O. Pinheiro
Touch-based Curiosity for Sparse-Reward Tasks. CoRR (2021)
Arantxa Casanova, Pedro O. Pinheiro, Negar Rostamzadeh, Christopher J. Pal
Reinforced active learning for image segmentation. CoRR (2020)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Proposal-Based Instance Segmentation With Point Supervision. ICIP (2020)
Pedro O. Pinheiro, Amjad Almahairi, Ryan Y. Benmalek, Florian Golemo, Aaron C. Courville
Unsupervised Learning of Dense Visual Representations. NeurIPS (2020)
Pedro O. Pinheiro, Amjad Almahairi, Ryan Y. Benmalek, Florian Golemo, Aaron C. Courville
Unsupervised Learning of Dense Visual Representations. CoRR (2020)
Boris N. Oreshkin, Negar Rostamzadeh, Pedro O. Pinheiro, Christopher J. Pal
CLAREL: Classification via retrieval loss for zero-shot learning. CVPR Workshops (2020)
Arantxa Casanova, Pedro O. Pinheiro, Negar Rostamzadeh, Christopher J. Pal
Reinforced active learning for image segmentation. ICLR (2020)
Chen Xing, Negar Rostamzadeh, Boris N. Oreshkin, Pedro O. Pinheiro
Adaptive Cross-Modal Few-shot Learning. NeurIPS (2019)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Instance Segmentation with Point Supervision. CoRR (2019)
Jae Hyun Lim, Pedro O. Pinheiro, Negar Rostamzadeh, Chris Pal, Sungjin Ahn
Neural Multisensory Scene Inference. NeurIPS (2019)
Konrad Zolna, Negar Rostamzadeh, Yoshua Bengio, Sungjin Ahn, Pedro O. Pinheiro
Reinforced Imitation in Heterogeneous Action Space. CoRR (2019)
Jae Hyun Lim, Pedro O. Pinheiro, Negar Rostamzadeh, Christopher J. Pal, Sungjin Ahn
Neural Multisensory Scene Inference. CoRR (2019)
Kris Y. Hong, Pedro O. Pinheiro, Scott Weichenthal
Predicting Global Variations in Outdoor PM2.5 Concentrations using Satellite Images and Deep Convolutional Neural Networks. CoRR (2019)
Pedro O. Pinheiro, Negar Rostamzadeh, Sungjin Ahn
Domain-Adaptive Single-View 3D Reconstruction. ICCV (2019)
Boris N. Oreshkin, Negar Rostamzadeh, Pedro O. Pinheiro, Christopher J. Pal
Fine-grained zero-shot recognition with metric rescaling. CoRR (2019)
Chen Xing, Negar Rostamzadeh, Boris N. Oreshkin, Pedro O. Pinheiro
Adaptive Cross-Modal Few-Shot Learning. CoRR (2019)
Michal Zajac, Konrad Zolna, Negar Rostamzadeh, Pedro O. Pinheiro
Adversarial Framing for Image and Video Classification. AAAI (2019)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Where are the Blobs: Counting by Localization with Point Supervision. CoRR (2018)
Pedro O. Pinheiro
Unsupervised Domain Adaptation With Similarity Learning. CVPR (2018)
Issam H. Laradji, Negar Rostamzadeh, Pedro O. Pinheiro, David Vázquez, Mark Schmidt
Where Are the Blobs: Counting by Localization with Point Supervision. ECCV (2) (2018)
Michal Zajac, Konrad Zolna, Negar Rostamzadeh, Pedro O. Pinheiro
Adversarial Framing for Image and Video Classification. CoRR (2018)
Pedro O. Pinheiro, Negar Rostamzadeh, Sungjin Ahn
Learning Single-View 3D Reconstruction with Adversarial Training. CoRR (2018)