Raphael Gontijo Lopes

28 papers A* 9Misc 1Journal 15Unranked 3

Year	Rank	Type	Title / Venue / Authors
2023	—	`conf`	Queer In AI: A Case Study in Community-Led Participatory AI. FAccT Organizers Of QueerInAI, Anaelia Ovalle, Arjun Subramonian, Ashwin Singh, Claas Voelcker, Danica J. Sutherland, Davide Locatelli, Eva Breznik, Filip Klubicka, Hang Yuan, Hetvi Jethwani, Huan Zhang, Jaidev Shriram, Kruno Lehman, Luca Soldaini, Maarten Sap, Marc Peter Deisenroth, Maria Leonor Pacheco, Maria Ryskina, Martin Mundt, Milind Agarwal, Nyx McLean, Pan Xu, A Pranav, Raj Korpan, Ruchira Ray, Sarah Mathew, Sarthak Arora, St John, Tanvi Anand, Vishakha Agrawal, William Agnew, Yanan Long, Zijie J. Wang, Zeerak Talat, Avijit Ghosh, Nathaniel Dennler, Michael Noseworthy, Sharvani Jha, Emi Baylor, Aditya Joshi, Natalia Y. Bilenko, Andrew McNamara, Raphael Gontijo Lopes, Alex Markham, Evyn Dong, Jackie Kay, Manu Saraswat, Nikhil Vytla, Luke Stark
2023	J	`jnl`	Queer In AI: A Case Study in Community-Led Participatory AI. CoRR Anaelia Ovalle, Arjun Subramonian, Ashwin Singh, Claas Voelcker, Danica J. Sutherland, Davide Locatelli, Eva Breznik, Filip Klubicka, Hang Yuan, Hetvi Jethwani, Huan Zhang, Jaidev Shriram, Kruno Lehman, Luca Soldaini, Maarten Sap, Marc Peter Deisenroth, Maria Leonor Pacheco, Maria Ryskina, Martin Mundt, Milind Agarwal, Nyx McLean, Pan Xu, A Pranav, Raj Korpan, Ruchira Ray, Sarah Mathew, Sarthak Arora, St John, Tanvi Anand, Vishakha Agrawal, William Agnew, Yanan Long, Zijie J. Wang, Zeerak Talat, Avijit Ghosh, Nathaniel Dennler, Michael Noseworthy, Sharvani Jha, Emi Baylor, Aditya Joshi, Natalia Y. Bilenko, Andrew McNamara, Raphael Gontijo Lopes, Alex Markham, Evyn Dong, Jackie Kay, Manu Saraswat, Nikhil Vytla, Luke Stark
2022	J	`jnl`	Language Model Cascades. CoRR David Dohan, Winnie Xu, Aitor Lewkowycz, Jacob Austin, David Bieber, Raphael Gontijo Lopes, Yuhuai Wu, Henryk Michalewski, Rif A. Saurous, Jascha Sohl-Dickstein, Kevin Murphy, Charles Sutton
2022	A*	`conf`	Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time. ICML Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt
2022	J	`jnl`	Model soups: averaging weights of multiple fine-tuned models improves accuracy without increasing inference time. CoRR Mitchell Wortsman, Gabriel Ilharco, Samir Yitzhak Gadre, Rebecca Roelofs, Raphael Gontijo Lopes, Ari S. Morcos, Hongseok Namkoong, Ali Farhadi, Yair Carmon, Simon Kornblith, Ludwig Schmidt
2022	A*	`conf`	No One Representation to Rule Them All: Overlapping Features of Training Methods. ICLR Raphael Gontijo Lopes, Yann N. Dauphin, Ekin Dogus Cubuk
2022	A*	`conf`	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. NeurIPS Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily L. Denton, Seyed Kamyar Seyed Ghasemipour, Raphael Gontijo Lopes, Burcu Karagol Ayan, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi
2022	J	`jnl`	Photorealistic Text-to-Image Diffusion Models with Deep Language Understanding. CoRR Chitwan Saharia, William Chan, Saurabh Saxena, Lala Li, Jay Whang, Emily Denton, Seyed Kamyar Seyed Ghasemipour, Burcu Karagol Ayan, S. Sara Mahdavi, Raphael Gontijo Lopes, Tim Salimans, Jonathan Ho, David J. Fleet, Mohammad Norouzi
2022	A*	`conf`	Robust fine-tuning of zero-shot models. CVPR Mitchell Wortsman, Gabriel Ilharco, Jong Wook Kim, Mike Li, Simon Kornblith, Rebecca Roelofs, Raphael Gontijo Lopes, Hannaneh Hajishirzi, Ali Farhadi, Hongseok Namkoong, Ludwig Schmidt
2022	A*	`conf`	Spectral Bias in Practice: The Role of Function Frequency in Generalization. NeurIPS Sara Fridovich-Keil, Raphael Gontijo Lopes, Rebecca Roelofs
2022	A*	`conf`	When does dough become a bagel? Analyzing the remaining mistakes on ImageNet. NeurIPS Vijay Vasudevan, Benjamin Caine, Raphael Gontijo Lopes, Sara Fridovich-Keil, Rebecca Roelofs
2022	J	`jnl`	When does dough become a bagel? Analyzing the remaining mistakes on ImageNet. CoRR Vijay Vasudevan, Benjamin Caine, Raphael Gontijo Lopes, Sara Fridovich-Keil, Rebecca Roelofs
2021	J	`jnl`	No One Representation to Rule Them All: Overlapping Features of Training Methods. CoRR Raphael Gontijo Lopes, Yann N. Dauphin, Ekin D. Cubuk
2021	J	`jnl`	Spectral Bias in Practice: The Role of Function Frequency in Generalization. CoRR Sara Fridovich-Keil, Raphael Gontijo Lopes, Rebecca Roelofs
2021	A*	`conf`	Tradeoffs in Data Augmentation: An Empirical Study. ICLR Raphael Gontijo Lopes, Sylvia J. Smullin, Ekin Dogus Cubuk, Ethan Dyer
2020	J	`jnl`	Affinity and Diversity: Quantifying Mechanisms of Data Augmentation. CoRR Raphael Gontijo Lopes, Sylvia J. Smullin, Ekin D. Cubuk, Ethan Dyer
2020	J	`jnl`	Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation. CoRR Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
2020	—	`conf`	Naive-Student: Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation. ECCV (9) Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens
2019	A*	`conf`	A Fourier Perspective on Model Robustness in Computer Vision. NeurIPS Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens, Ekin Dogus Cubuk, Justin Gilmer
2019	J	`jnl`	A Fourier Perspective on Model Robustness in Computer Vision. CoRR Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens, Ekin D. Cubuk, Justin Gilmer
2019	A*	`conf`	A Learned Representation for Scalable Vector Graphics. ICCV Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens
2019	—	`conf`	A Learned Representation for Scalable Vector Graphics. DGS@ICLR Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens
2019	J	`jnl`	A Learned Representation for Scalable Vector Graphics. CoRR Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens
2019	Misc	`conf`	End-to-end Audio Visual Scene-aware Dialog Using Multimodal Attention-based Video Features. ICASSP Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
2019	J	`jnl`	Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation. CoRR Raphael Gontijo Lopes, Dong Yin, Ben Poole, Justin Gilmer, Ekin D. Cubuk
2018	J	`jnl`	Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7. CoRR Huda AlAmri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori
2018	J	`jnl`	End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features. CoRR Chiori Hori, Huda AlAmri, Jue Wang, Gordon Wichern, Takaaki Hori, Anoop Cherian, Tim K. Marks, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Irfan Essa, Dhruv Batra, Devi Parikh
2017	J	`jnl`	Data-Free Knowledge Distillation for Deep Neural Networks. CoRR Raphael Gontijo Lopes, Stefano Fenu, Thad Starner