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Yan Gao
Yan Gao
Geverifieerd e-mailadres voor cam.ac.uk
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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
6942020
SpeechBrain: A general-purpose speech toolkit
M Ravanelli, T Parcollet, P Plantinga, A Rouhe, S Cornell, L Lugosch, ...
arXiv preprint arXiv:2106.04624, 2021
645*2021
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
1302020
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
672021
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
552022
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
552019
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
51*2018
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
412022
On-device federated learning with flower
A Mathur, DJ Beutel, PPB de Gusmao, J Fernandez-Marques, T Topal, ...
arXiv preprint arXiv:2104.03042, 2021
402021
Federated Self-supervised Learning for Video Understanding
YAU Rehman*, Y Gao*, J Shen, PPB de Gusmao, N Lane
ECCV 2022, 2022
142022
Federated Self-supervised Speech Representations: Are We There Yet?
Y Gao, J Fernandez-Marques, T Parcollet, A Mehrotra, ND Lane
INTERSPEECH 2022, 2022
142022
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
122021
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
112019
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
102022
L-DAWA: Layer-wise Divergence Aware Weight Aggregation in Federated Self-Supervised Visual Representation Learning
YAU Rehman*, Y Gao*, PPB de Gusmão, M Alibeigi, J Shen, ND Lane
ICCV 2023, 2023
92023
Match to Win: Analysing Sequences Lengths for Efficient Self-supervised Learning in Speech and Audio
Y Gao, J Fernandez-Marques, T Parcollet, PPB de Gusmao, ND Lane
SLT 2022, 2022
82022
Federated learning for inference at anytime and anywhere
Z Liu, D Li, J Fernandez-Marques, S Laskaridis, Y Gao, Ł Dudziak, SZ Li, ...
arXiv preprint arXiv:2212.04084, 2022
72022
Breaking physical and linguistic borders: Multilingual federated prompt tuning for low-resource languages
W Zhao, Y Chen, R Lee, X Qiu, Y Gao, H Fan, ND Lane
The Twelfth International Conference on Learning Representations, 2024
42024
Secure Vertical Federated Learning Under Unreliable Connectivity
X Qiu, H Pan, W Zhao, Y Gao, PPB Gusmao, WF Shen, C Ma, ND Lane
arXiv preprint arXiv:2305.16794, 2024
3*2024
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: Toward An Open Smart-Home Infrastructure, 167-187, 2020
22020
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Artikelen 1–20