Raphael Gontijo Lopes
Raphael Gontijo Lopes
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A fourier perspective on model robustness in computer vision
D Yin, R Gontijo-Lopes, J Shlens, ED Cubuk, J Gilmer
Advances in Neural Information Processing Systems, 13276-13286, 2019
Data-free knowledge distillation for deep neural networks
R Gontijo-Lopes, S Fenu, T Starner
Workshop on Learning with Limited Labeled Data: Weak Supervision and Beyond …, 2017
Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation
R Gontijo-Lopes, D Yin, B Poole, J Gilmer, ED Cubuk
Workshop on Uncertainty & Robustness in Deep Learning at ICML, 2019
End-to-end audio visual scene-aware dialog using multimodal attention-based video features
C Hori, H Alamri, J Wang, G Wichern, T Hori, A Cherian, TK Marks, ...
ICASSP 2019-2019 IEEE International Conference on Acoustics, Speech and …, 2019
Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation
LC Chen, R Gontijo-Lopes, B Cheng, MD Collins, ED Cubuk, B Zoph, ...
Proceedings of the European Conference on Computer Vision, 0
A Learned Representation for Scalable Vector Graphics
R Gontijo-Lopes, D Ha, D Eck, J Shlens
Proceedings of the IEEE International Conference on Computer Vision, 2019
Tradeoffs in data augmentation: An empirical study
R Gontijo-Lopes, S Smullin, ED Cubuk, E Dyer
International Conference on Learning Representations, 2020
Robust fine-tuning of zero-shot models
M Wortsman, G Ilharco, JW Kim, M Li, S Kornblith, R Roelofs, RG Lopes, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
Audio visual scene-aware dialog (avsd) challenge at dstc7
H Alamri, V Cartillier, R Gontijo-Lopes, A Das, J Wang, I Essa, D Batra, ...
Workshop on Dialog System Technology Challenges at COLIPS 2019, 2018
Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time
M Wortsman, G Ilharco, SY Gadre, R Roelofs, R Gontijo-Lopes, ...
International Conference on Machine Learning, 23965-23998, 2022
Semi-supervised learning in video sequences for urban scene segmentation
LC Chen, RG Lopes, B Cheng, MD Collins, ED Cubuk, B Zoph, H Adam, ...
Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding
C Saharia, W Chan, S Saxena, L Li, J Whang, E Denton, ...
arXiv preprint arXiv:2205.11487, 2022
No one representation to rule them all: Overlapping features of training methods
R Gontijo-Lopes, Y Dauphin, ED Cubuk
arXiv preprint arXiv:2110.12899, 2021
When does dough become a bagel? Analyzing the remaining mistakes on ImageNet
V Vasudevan, B Caine, R Gontijo-Lopes, S Fridovich-Keil, R Roelofs
arXiv preprint arXiv:2205.04596, 2022
Spectral Bias in Practice: The Role of Function Frequency in Generalization
S Fridovich-Keil, R Gontijo-Lopes, R Roelofs
arXiv preprint arXiv:2110.02424, 2021
Language Model Cascades
D Dohan, W Xu, A Lewkowycz, J Austin, D Bieber, RG Lopes, Y Wu, ...
arXiv preprint arXiv:2207.10342, 2022
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