Accepted Work
Selected for an Oral Presentation
"FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification" - Xiaofeng Lin, Seungbae Kim, Jungseock Joo
"You Only Need a Good Embeddings Extractor to Fix Spurious Correlations" - Raghav Kiranbhai Mehta, Vitor Albiero, Li Chen, Ivan Evtimov, Tamar Glaser, Zhiheng Li, Tal Hassner
Poster Soon
"Generative Poisoning Using Random Discriminators" - Dirren van Vlijmen, Alex Kolmus, Zhuoran Liu, Zhengyu Zhao, Martha Larson
Short Paper Track
"Model Inversion Attacks: Pitfalls and Remedies" - Ngoc-Bao Nguyen, Keshigeyan Chandrasegaran, Milad Abdollahzadeh, Lingjie duan, Ngai-Man Cheung
"Gender Artifacts in Visual Datasets" - Dorothy Zhao, Nicole Meister, Angelina Wang, Vikram V. Ramaswamy, Ruth C. Fong, Olga Russakovsky
"Inspecting Explainability of Transformer Models with Additional Statistical Information" - Hoang Canh Nguyen, Haeil Lee, Junmo Kim
"AttrFusedNet - Attribute Fusion for Privacy Preserving Pedestrian Tracking" - Anil Kunchala, Melanie Bouroche, Bianca Schoen-Phelan
"Discovering and Mitigating Biases in CLIP-based Text-to-Image Generation" - Md. Mehrab Tanjim, Krishna Kumar Singh, Kushal Kafle, Ritwik Sinha, Garrison Cottrell
"Demographic Disparities in Zero-shot Vision Tasks" - Melissa Hall, Laura Gustafson, Aaron Adcock, Candace Ross, Ishan Misra
"On Biased Behavior of GANs for Face Verification" - Sasikanth Kotti, Mayank Vatsa, Richa Singh
"Rethinking Aggregation: Federated Learning with the Imbalance in Data Size among Clients" - Sy-Tuyen Ho, Ngai-Man Cheung
Extended Abstracts
"Membership Inference Attack Using Self Influence Functions" - Gilad Cohen, Raja Giryes
"Human-Centric Visual Diversity Auditing" - Jerone T. A. Andrews, Przemyslaw Joniak, Alice Xiang
"Men Also Do Laundry: Multi-Attribute Bias Amplification" - Dora Zhao, Jerone T. A. Andrews, Alice Xiang