Search Results for author: Pedro Porto Buarque de Gusmao

Found 2 papers, 1 papers with code

Federated Self-supervised Learning for Video Understanding

2 code implementations5 Jul 2022 Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmao, Nicholas Lane

The ubiquity of camera-enabled mobile devices has lead to large amounts of unlabelled video data being produced at the edge.

 Ranked #1 on Action Recognition on UCF-101 (Accuracy metric)

Action Recognition Federated Learning +3

A first look into the carbon footprint of federated learning

no code implementations15 Feb 2021 Xinchi Qiu, Titouan Parcollet, Javier Fernandez-Marques, Pedro Porto Buarque de Gusmao, Yan Gao, Daniel J. Beutel, Taner Topal, Akhil Mathur, Nicholas D. Lane

Despite impressive results, deep learning-based technologies also raise severe privacy and environmental concerns induced by the training procedure often conducted in data centers.

Federated Learning

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