"generative model bias" Papers

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Constructing Fair Latent Space for Intersection of Fairness and Explainability

Hyungjun Joo, Hyeonggeun Han, Sehwan Kim et al.

AAAI 2025paperarXiv:2412.17523
2
citations

FairGen: Enhancing Fairness in Text-to-Image Diffusion Models via Self-Discovering Latent Directions

Yilei Jiang, Wei-Hong Li, Yiyuan Zhang et al.

ICCV 2025arXiv:2412.18810
3
citations

Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance

Reyhane Askari Hemmat, Melissa Hall, Alicia Yi Sun et al.

ECCV 2024arXiv:2406.04551
15
citations

TIBET: Identifying and Evaluating Biases in Text-to-Image Generative Models

Aditya Aravind Chinchure, Pushkar Shukla, Gaurav Bhatt et al.

ECCV 2024arXiv:2312.01261
49
citations