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Federated Self-supervised Learning for Video Understanding


Jul 05, 2022
Yasar Abbas Ur Rehman, Yan Gao, Jiajun Shen, Pedro Porto Buarque de Gusmao, Nicholas Lane

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FRuDA: Framework for Distributed Adversarial Domain Adaptation


Dec 26, 2021
Shaoduo Gan, Akhil Mathur, Anton Isopoussu, Fahim Kawsar, Nadia Berthouze, Nicholas Lane

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MedPerf: Open Benchmarking Platform for Medical Artificial Intelligence using Federated Evaluation


Oct 08, 2021
Alexandros Karargyris, Renato Umeton, Micah J. Sheller, Alejandro Aristizabal, Johnu George, Srini Bala, Daniel J. Beutel, Victor Bittorf, Akshay Chaudhari, Alexander Chowdhury, Cody Coleman, Bala Desinghu, Gregory Diamos, Debo Dutta, Diane Feddema, Grigori Fursin, Junyi Guo, Xinyuan Huang, David Kanter, Satyananda Kashyap, Nicholas Lane, Indranil Mallick, Pietro Mascagni, Virendra Mehta, Vivek Natarajan, Nikola Nikolov, Nicolas Padoy, Gennady Pekhimenko, Vijay Janapa Reddi, G Anthony Reina, Pablo Ribalta, Jacob Rosenthal, Abhishek Singh, Jayaraman J. Thiagarajan, Anna Wuest, Maria Xenochristou, Daguang Xu, Poonam Yadav, Michael Rosenthal, Massimo Loda, Jason M. Johnson, Peter Mattson

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A Channel Coding Benchmark for Meta-Learning


Jul 15, 2021
Rui Li, Ondrej Bohdal, Rajesh Mishra, Hyeji Kim, Da Li, Nicholas Lane, Timothy Hospedales

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Predicting Patient Outcomes with Graph Representation Learning


Jan 11, 2021
Emma Rocheteau, Catherine Tong, Petar Veličković, Nicholas Lane, Pietro Liò

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* Accepted at the W3PHIAI-21 and DLG-AAAI'21 workshops at AAAI 2021 

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Single Shot Structured Pruning Before Training


Jul 01, 2020
Joost van Amersfoort, Milad Alizadeh, Sebastian Farquhar, Nicholas Lane, Yarin Gal

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Quaternion Neural Networks for Multi-channel Distant Speech Recognition


May 19, 2020
Xinchi Qiu, Titouan Parcollet, Mirco Ravanelli, Nicholas Lane, Mohamed Morchid

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* 4 pages 

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Distilling Knowledge from Ensembles of Acoustic Models for Joint CTC-Attention End-to-End Speech Recognition


May 19, 2020
Yan Gao, Titouan Parcollet, Nicholas Lane

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EMOPAIN Challenge 2020: Multimodal Pain Evaluation from Facial and Bodily Expressions


Jan 25, 2020
Joy Egede, Temitayo Olugbade, Chongyang Wang, Siyang Song, Nadia Berthouze, Michel Valstar, Amanda Williams, Hongyin Meng, Min Aung, Nicholas Lane

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* 8 pages 

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