Bias in Multimodal AI:
Representation, Risk, and Repair

Caren Han
University of Melbourne,
Australia

Rina Cabral
University of Melbourne,
Australia

Eduard Hovy
University of Melbourne,
Australia

Josiah Poon
University of Sydney,
Australia

Luca Cagliero
Politecnico di Torino,
Italy

Honghan Wu
University of Glasgow,
United Kingdom

Sang Wook Yi
Hanyang University,
South Korea

Kyungreem Han
Korea Institute of Science and Technology,
South Korea

Seungryong Kim
Korea Advanced Institute of Science and Technology, South Korea

Kate Shim
Korea Advanced Institute of Science and Technology, South Korea

Yihao Ding
University of
Western Australia,
Australia

Minseok Song
Pohang University of Science and Technology,
South Korea

Goran Nenadic
University of Manchester,
United Kingdom

Christopher Leckie
University of Melbourne,
Australia

Prasenjit Mitra
Carnegie Mellon University,
Rwanda

David Chung
University of Melbourne

Sehyuk Park
University of Melbourne

Jie Yang
China Mobile Research Institute

Sohyun Kang
Korea Institute of Science and Technology

Yerin Choi
Korea Institute of Science and Technology

Yue Dai
University of Melbourne

Kalyana Krishna Kondapalli  
Mytecz

Dhita Putri Pratama
University of Melbourne

Muku Akasaka
University of Melbourne