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ViFi-Loc: Multi-modal Pedestrian Localization using GAN with Camera-Phone Correspondences


Nov 22, 2022
Hansi Liu, Kristin Dana, Marco Gruteser, Hongsheng Lu

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ViFiCon: Vision and Wireless Association Via Self-Supervised Contrastive Learning


Oct 11, 2022
Nicholas Meegan, Hansi Liu, Bryan Cao, Abrar Alali, Kristin Dana, Marco Gruteser, Shubham Jain, Ashwin Ashok

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Histogram Estimation under User-level Privacy with Heterogeneous Data


Jun 07, 2022
Yuhan Liu, Ananda Theertha Suresh, Wennan Zhu, Peter Kairouz, Marco Gruteser

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* 21 pages, 4 figures 

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Towards Sparse Federated Analytics: Location Heatmaps under Distributed Differential Privacy with Secure Aggregation


Nov 03, 2021
Eugene Bagdasaryan, Peter Kairouz, Stefan Mellem, Adrià Gascón, Kallista Bonawitz, Deborah Estrin, Marco Gruteser

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LaNet: Real-time Lane Identification by Learning Road SurfaceCharacteristics from Accelerometer Data


Apr 06, 2020
Madhumitha Harishankar, Jun Han, Sai Vineeth Kalluru Srinivas, Faisal Alqarni, Shi Su, Shijia Pan, Hae Young Noh, Pei Zhang, Marco Gruteser, Patrick Tague

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Advances and Open Problems in Federated Learning


Dec 10, 2019
Peter Kairouz, H. Brendan McMahan, Brendan Avent, Aurélien Bellet, Mehdi Bennis, Arjun Nitin Bhagoji, Keith Bonawitz, Zachary Charles, Graham Cormode, Rachel Cummings, Rafael G. L. D'Oliveira, Salim El Rouayheb, David Evans, Josh Gardner, Zachary Garrett, Adrià Gascón, Badih Ghazi, Phillip B. Gibbons, Marco Gruteser, Zaid Harchaoui, Chaoyang He, Lie He, Zhouyuan Huo, Ben Hutchinson, Justin Hsu, Martin Jaggi, Tara Javidi, Gauri Joshi, Mikhail Khodak, Jakub Konečný, Aleksandra Korolova, Farinaz Koushanfar, Sanmi Koyejo, Tancrède Lepoint, Yang Liu, Prateek Mittal, Mehryar Mohri, Richard Nock, Ayfer Özgür, Rasmus Pagh, Mariana Raykova, Hang Qi, Daniel Ramage, Ramesh Raskar, Dawn Song, Weikang Song, Sebastian U. Stich, Ziteng Sun, Ananda Theertha Suresh, Florian Tramèr, Praneeth Vepakomma, Jianyu Wang, Li Xiong, Zheng Xu, Qiang Yang, Felix X. Yu, Han Yu, Sen Zhao

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Federated Learning with Autotuned Communication-Efficient Secure Aggregation


Nov 30, 2019
Keith Bonawitz, Fariborz Salehi, Jakub Konečný, Brendan McMahan, Marco Gruteser

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* 5 pages, 3 figures. To appear at the IEEE Asilomar Conference on Signals, Systems, and Computers 2019 

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Recognizing Textures with Mobile Cameras for Pedestrian Safety Applications


Nov 01, 2017
Shubham Jain, Marco Gruteser

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Reading Between the Pixels: Photographic Steganography for Camera Display Messaging


Apr 06, 2016
Eric Wengrowski, Kristin Dana, Marco Gruteser, Narayan Mandayam

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* 16 pages with references 8 tables and figures 

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Optimal Radiometric Calibration for Camera-Display Communication


Jan 08, 2015
Wenjia Yuan, Eric Wengrowski, Kristin J. Dana, Ashwin Ashok, Marco Gruteser, Narayan Mandayam

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* 10 pages, Submitted to CVPR 2015 

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