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Raphael Gontijo Lopes
Raphael Gontijo Lopes
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Zitiert von
Jahr
Photorealistic text-to-image diffusion models with deep language understanding
C Saharia, W Chan, S Saxena, L Li, J Whang, EL Denton, K Ghasemipour, ...
Advances in neural information processing systems 35, 36479-36494, 2022
34342022
Gpt-4 technical report
J Achiam, S Adler, S Agarwal, L Ahmad, I Akkaya, FL Aleman, D Almeida, ...
arXiv preprint arXiv:2303.08774, 2023
1737*2023
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
5312022
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
4702019
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
4302022
Chatgpt: Optimizing language models for dialogue
J Schulman, B Zoph, C Kim, J Hilton, J Menick, J Weng, JFC Uribe, ...
OpenAI blog 2, 4, 2022
3762022
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
256*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
210*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
194*
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
1352019
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
103*2019
Tradeoffs in data augmentation: An empirical study
ED Cubuk, ES Dyer, RG Lopes, S Smullin
Proceedings of the International Conference on Learning Representations, 2021
90*2021
Language model cascades
D Dohan, W Xu, A Lewkowycz, J Austin, D Bieber, RG Lopes, Y Wu, ...
arXiv preprint arXiv:2207.10342, 2022
632022
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
552021
When does dough become a bagel? analyzing the remaining mistakes on imagenet
V Vasudevan, B Caine, R Gontijo Lopes, S Fridovich-Keil, R Roelofs
Advances in Neural Information Processing Systems 35, 6720-6734, 2022
422022
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
382018
Introducing chatgpt
J Schulman, B Zoph, C Kim, J Hilton, J Menick, J Weng, JFC Uribe, ...
OpenAI Blog, 2022
282022
Photorealistic text-to-image diffusion models with deep language understanding. arXiv 2022
C Saharia, W Chan, S Saxena, L Li, J Whang, E Denton, ...
arXiv preprint arXiv:2205.11487, 2022
242022
Tradeoffs in data augmentation: An empirical study
R Gontijo-Lopes, S Smullin, ED Cubuk, E Dyer
International Conference on Learning Representations, 2020
222020
Spectral bias in practice: The role of function frequency in generalization
S Fridovich-Keil, R Gontijo Lopes, R Roelofs
Advances in Neural Information Processing Systems 35, 7368-7382, 2022
172022
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