Seminars

01 Dec 2021
Unsupervised domain adaptation for sensor data

Erica Ye (School of Computer Science, University of St Andrews)
, Online: 2:00 PM, 01 Dec 2021

Abstract

Driven by the persuasiveness of sensing technologies in our everyday devices, activity recognition has been widely adopted in many applications, from smart home, personal healthcare, human-computer interaction, to name a few examples. Machine learning, and especially deep learning, has made significant progress in learning sensor features from raw sensing signals with high recognition accuracy. 

However, most techniques need to be trained on a large labelled dataset, which is often difficult to acquire. To tackle this challenge, we have designed several unsupervised domain adaptation techniques to enable transferring the activity knowledge from one environment to many other environments. In this talk, we will introduce our recent developed techniques, including variational Autoencoder-based feature space alignment, and bi-directional generative adversarial networks-based feature space transfer. 

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15 Dec 2021
Seminar - Magda Chudzinska

Magda Chudzinska (CREEM/SMRU Consulting)
, Online: 2:00 PM, 15 Dec 2021

Abstract to follow

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26 Jan 2022
Seminar - Alison Johnston

Alison Johnston (UNIVERSITY OF ST ANDREWS)
Seminar Room, The Observatory: 2:00 PM, 26 Jan 2022

Joint Seminar with Statistics Division

Abstract to follow

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16 Mar 2022
Professor Kate Jones

Professor Kate Jones (UCL)
Seminar Room, The Observatory: 2:00 PM, 16 Mar 2022

Details to be confirmed

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30 Mar 2022
Seminar - Madan Oli

Madan Oli ()
Seminar Room, The Observatory: 2:00 PM, 30 Mar 2022

Abstract to follow

RefID: 2039 click to edit (admin only)

06 Apr 2022
CREEM/Statistics PhD student talks

CREEM/Statistics PhD student talks (UNIVERSITY OF ST ANDREWS)
Seminar Room, The Observatory: 2:00 PM, 06 Apr 2022RefID: 2040 click to edit (admin only)

13 Apr 2022
CREEM/Statistics PhD student talks

CREEM/Statistics PhD student talks (UNIVERSITY OF ST ANDREWS)
Seminar Room, The Observatory: 2:00 PM, 13 Apr 2022RefID: 2041 click to edit (admin only)

27 Apr 2022
CREEM/Statistics PhD student talks

CREEM/Statistics PhD student talks (UNIVERSITY OF ST ANDREWS)
Seminar Room, The Observatory: 2:00 PM, 27 Apr 2022RefID: 2042 click to edit (admin only)

 

 

see also: Past Seminars

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