Pedro Porto Buarque de Gusmão, PhD
I’m a Lecturer in Computer Science at the University of Surrey. My research interests include Computer Vision, Navigation under adverse conditions, Sensor Fusion, and Distributed Machine Learning.
news
Sep 1, 2023 | 📢 I am joining the NICE Research Group at the University of Surrey as a Lecturer in Computer Science. |
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Aug 1, 2023 | Our paper “L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning” was accepted at ICCV 2023. |
Mar 31, 2023 | Thrilled to announce that our submission to the NIST Privacy-Enhancing Technologies Prize Challenge has won First Prize . Please see the video announcement from the Summit for Democracy introduced by DSIT Secretary Michelle Donelan here. More information can be found at the following links: |
Mar 22, 2023 | Our work Decentralized Training of 3D Lane Detection with Automatic Labeling Using HD Maps was accepted at the Vehicular Technology Conferece - VTC2023-Spring. |
selected publications
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ICCVL-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation LearningInternational Conference on Computer Vision (ICCV), 2023
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USENIXFedVal: Different good or different bad in federated learningIn the 32nd USENIX Security Symposium (USENIX Security 23 Winter), 2023
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JMLRA first look into the carbon footprint of federated learningJournal of Machine Learning Research (JMLR), 2023
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VTCDecentralized Training of 3D Lane Detection with Automatic Labeling Using HD Maps2023