Knowledge Distillation with Distribution Mismatch

Nguyen, D, Gupta, Sunil, Nguyen, T, Rana, Santu, Nguyen, Thanh Phuoc, Tran, Truyen, Le, K, Ryan, Shannon and Venkatesh, Svetha 2021, Knowledge Distillation with Distribution Mismatch, in ECML PKDD 2021 : Machine Learning and Knowledge Discovery in Databases. Research Track, Springer, Cham, Switzerland, pp. 250-265, doi: 10.1007/978-3-030-86520-7_16.

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Title Knowledge Distillation with Distribution Mismatch
Author(s) Nguyen, D
Gupta, SunilORCID iD for Gupta, Sunil orcid.org/0000-0002-3308-1930
Nguyen, T
Rana, SantuORCID iD for Rana, Santu orcid.org/0000-0003-2247-850X
Nguyen, Thanh PhuocORCID iD for Nguyen, Thanh Phuoc orcid.org/0000-0002-1649-2519
Tran, TruyenORCID iD for Tran, Truyen orcid.org/0000-0001-6531-8907
Le, K
Ryan, ShannonORCID iD for Ryan, Shannon orcid.org/0000-0001-8675-6631
Venkatesh, Svetha
Conference name Machine Learning and Knowledge Discovery in Databases. Conference (2021 : Bilbao, Spain)
Conference location Bilbao, Spain
Conference dates 2021/09/13 - 2021/09/17
Title of proceedings ECML PKDD 2021 : Machine Learning and Knowledge Discovery in Databases. Research Track
Publication date 2021
Series Lecture Notes in Computer Science ; 12976
Start page 250
End page 265
Total pages 16
Publisher Springer
Place of publication Cham, Switzerland
Keyword(s) Knowledge distillation
Model compression
Distribution mis-match
Distribution shift
Mismatched teacher
ISBN 9783030865191
ISSN 0302-9743
1611-3349
Language eng
DOI 10.1007/978-3-030-86520-7_16
HERDC Research category E1 Full written paper - refereed
Persistent URL http://hdl.handle.net/10536/DRO/DU:30156406

Document type: Conference Paper
Collection: A2I2 (Applied Artificial Intelligence Institute)
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