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Language Model Cascades


Jul 28, 2022
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

* Presented as spotlight at the Beyond Bases workshop at ICML 2022 (https://beyond-bayes.github.io

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Leveraging Semi-Supervised Learning in Video Sequences for Urban Scene Segmentation


May 22, 2020
Liang-Chieh Chen, Raphael Gontijo Lopes, Bowen Cheng, Maxwell D. Collins, Ekin D. Cubuk, Barret Zoph, Hartwig Adam, Jonathon Shlens

* 21 pages including reference 

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A Fourier Perspective on Model Robustness in Computer Vision


Jun 21, 2019
Dong Yin, Raphael Gontijo Lopes, Jonathon Shlens, Ekin D. Cubuk, Justin Gilmer


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Improving Robustness Without Sacrificing Accuracy with Patch Gaussian Augmentation


Jun 06, 2019
Raphael Gontijo Lopes, Dong Yin, Ben Poole, Justin Gilmer, Ekin D. Cubuk


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A Learned Representation for Scalable Vector Graphics


Apr 04, 2019
Raphael Gontijo Lopes, David Ha, Douglas Eck, Jonathon Shlens


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End-to-End Audio Visual Scene-Aware Dialog using Multimodal Attention-Based Video Features


Jun 30, 2018
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

* A prototype system for the Audio Visual Scene-aware Dialog (AVSD) at DSTC7 

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Audio Visual Scene-Aware Dialog (AVSD) Challenge at DSTC7


Jun 01, 2018
Huda Alamri, Vincent Cartillier, Raphael Gontijo Lopes, Abhishek Das, Jue Wang, Irfan Essa, Dhruv Batra, Devi Parikh, Anoop Cherian, Tim K. Marks, Chiori Hori


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Data-Free Knowledge Distillation for Deep Neural Networks


Nov 23, 2017
Raphael Gontijo Lopes, Stefano Fenu, Thad Starner

* Accepted to NIPS 2017 Workshop on Learning with Limited Data. Under review at AISTATS 2018 

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