Raphael Gontijo Lopes

Robust fine-tuning of zero-shot models

Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 353 citations

Few-shot Learning, Convolutional Neural Network, Engineering +18

Data-Free Knowledge Distillation for Deep Neural Networks

Raphael Gontijo Lopes, Stefano Fenu, Thad Starner · arXiv (Cornell University) · 2017 · 214 citations · Full text

Artificial Intelligence, Data-free Knowledge Distillation, Deep Neural Networks +15

End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features

Chiori Hori, Huda Alamri, Jue Wang et al. · 2019 · 114 citations

Natural Language Processing, Engineering, Machine Learning +13

Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation

Raphael Gontijo Lopes, Dong Yin, Ben Poole et al. · arXiv (Cornell University) · 2019 · 94 citations · Full text

Convolutional Neural Network, Engineering, Machine Learning +19

A Fourier Perspective on Model Robustness in Computer Vision

Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens et al. · arXiv (Cornell University) · 2019 · 84 citations · Full text

Engineering, Machine Learning, Autoencoders +17