| 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 | 962 | 2022 |
| 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 | 340 | 2019 |
| 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 | 219 | 2022 |
| 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 | 193* | 2017 |
| 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 | 171 | 2022 |
| 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 | 159* | 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 | 153* | |
| 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 | 114 | 2019 |
| Tradeoffs in data augmentation: An empirical study ED Cubuk, ES Dyer, RG Lopes, S Smullin | 73* | 2021 |
| 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 | 64* | 2019 |
| 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 | 32 | 2018 |
| Language model cascades D Dohan, W Xu, A Lewkowycz, J Austin, D Bieber, RG Lopes, Y Wu, ... arXiv preprint arXiv:2207.10342, 2022 | 26 | 2022 |
| ChatGPT: Optimizing language models for dialogue J Schulman, B Zoph, C Kim, J Hilton, J Menick, J Weng, JFC Uribe, ... OpenAI. com. https://openai. com/blog/chatgpt, 2022 | 24 | 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 | 23 | 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 Advances in Neural Information Processing Systems 35, 6720-6734, 2022 | 14 | 2022 |
| 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 | 12 | 2022 |
| 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 | 6 | 2022 |
| Queer In AI: A Case Study in Community-Led Participatory AI A Ovalle, A Subramonian, A Singh, C Voelcker, DJ Sutherland, D Locatelli, ... arXiv preprint arXiv:2303.16972, 2023 | | 2023 |
