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Yan Gao
Yan Gao
Dirección de correo verificada de cam.ac.uk
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SpeechBrain: A general-purpose speech toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
1622021
Flower: A friendly federated learning research framework
DJ Beutel, T Topal, A Mathur, X Qiu, J Fernandez-Marques, Y Gao, L Sani, ...
arXiv preprint arXiv:2007.14390, 2020
1272020
IMUTube: Automatic extraction of virtual on-body accelerometry from video for human activity recognition
H Kwon, C Tong, H Haresamudram, Y Gao, GD Abowd, ND Lane, ...
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2020
532020
Towards reliable, automated general movement assessment for perinatal stroke screening in infants using wearable accelerometers
Y Gao, Y Long, Y Guan, A Basu, J Baggaley, T Ploetz
Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous …, 2019
302019
A first look into the carbon footprint of federated learning
X Qiu, T Parcollet, J Fernandez-Marques, PPB de Gusmao, Y Gao, ...
arXiv preprint arXiv:2102.07627, 2021
182021
Robust cross-view gait identification with evidence: A discriminant gait gan (diggan) approach on 10000 people
BZ Hu*, Y Gao*, Y Guan, Y Long, N Lane, T Ploetz
182018
End-to-end speech recognition from federated acoustic models
Y Gao, T Parcollet, S Zaiem, J Fernandez-Marques, PPB de Gusmao, ...
ICASSP 2022-2022 IEEE International Conference on Acoustics, Speech and …, 2022
102022
On-device federated learning with flower
A Mathur, DJ Beutel, PPB de Gusmao, J Fernandez-Marques, T Topal, ...
arXiv preprint arXiv:2104.03042, 2021
92021
Robust cross-view gait recognition with evidence: A discriminant gait GAN (DiGGAN) approach
BZ Hu, Y Guan, Y Gao, Y Long, N Lane, T Ploetz
arXiv preprint arXiv:1811.10493, 2018
92018
Using QC-Blind for quality control and contamination screening of bacteria DNA sequencing data without reference genome
W Xi*, Y Gao*, Z Cheng, C Chen, M Han, P Yang, G Xiong, K Ning
Frontiers in microbiology, 1560, 2019
62019
ZeroFL: Efficient On-Device Training for Federated Learning with Local Sparsity
X Qiu, J Fernandez-Marques, PP Gusmao, Y Gao, T Parcollet, ND Lane
International Conference on Learning Representations (ICLR), 2022
32022
Distilling knowledge from ensembles of acoustic models for joint CTC-attention end-to-end speech recognition
Y Gao, T Parcollet, ND Lane
2021 IEEE Automatic Speech Recognition and Understanding Workshop (ASRU …, 2021
32021
Automated general movement assessment for perinatal stroke screening in infants
Y Gao, Y Long, Y Guan, A Basu, J Baggaley, T Plötz
Smart assisted living, 167-187, 2020
22020
Federated Self-supervised Learning for Video Understanding
YAU Rehman*, Y Gao*, J Shen, PPB de Gusmao, N Lane
ECCV 2022, 2022
2022
Federated Self-supervised Speech Representations: Are We There Yet?
Y Gao, J Fernandez-Marques, T Parcollet, A Mehrotra, ND Lane
INTERSPEECH 2022, 2022
2022
Method and system for automatic extraction of virtual on-body inertial measurement units
H Kwon, GD Abowd, HK Haresamudram, T Ploetz, EGC Tong, Y Gao, ...
US Patent App. 17/464,488, 2022
2022
Can You See It? Good, So We Can Sense It!
H Kwon, C Tong, H Haresamudram, Y Gao, GD Abowd, ND Lane, ...
GetMobile: Mobile Computing and Communications 25 (2), 38-42, 2021
2021
POSTER: ON-DEVICE TRAINING WITH LOCAL SPARSITY FOR FL
X Qiu, J Fernandez-Marques, PPB Gusmao, Y Gao, T Parcollet, ND Lane
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