AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models.

Donggeun Ko|Dongjun Lee|Namjun Park|Kyoungrae Noh|Hyeonjin Park|Jaekwang Kim


Anthology ID:DBLP:conf/cikm/KoLPNPK23
Volume:Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023
Year:2023
Venue:International Conference on Information and Knowledge Management (CIKM)
Publisher:ACM
Pages:4028-4032
URL:https://doi.org/10.1145/3583780.3615184
DOI:https://doi.org/10.1145/3583780.3615184
DBLP:conf/cikm/KoLPNPK23
BibTeX:
@inproceedings{ko-2023-amplibias, author = {Donggeun Ko and Dongjun Lee and Namjun Park and Kyoungrae Noh and Hyeonjin Park and Jaekwang Kim}, editor = {Ingo Frommholz and Frank Hopfgartner and Mark Lee and Michael P. Oakes and Mounia Lalmas-Roelleke and Min Zhang and Rodrygo L. T. Santos}, title = {{AmpliBias: Mitigating Dataset Bias through Bias Amplification in Few-shot Learning for Generative Models}}, booktitle = {{Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, CIKM 2023, Birmingham, United Kingdom, October 21-25, 2023}}, pages = {4028--4032}, publisher = {ACM}, year = {2023}, url = {https://doi.org/10.1145/3583780.3615184}, doi = {https://doi.org/10.1145/3583780.3615184} }