Poster "debiasing methods" Papers

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A Unifying Framework for Representation Learning

Shaden Alshammari, John Hershey, Axel Feldmann et al.

ICLR 2025arXiv:2504.16929

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

FairNet: Dynamic Fairness Correction without Performance Loss via Contrastive Conditional LoRA

Songqi Zhou, Zeyuan Liu, Benben Jiang

NEURIPS 2025arXiv:2510.19421

Limits to scalable evaluation at the frontier: LLM as judge won’t beat twice the data

Florian Eddie Dorner, Vivian Nastl, Moritz Hardt

Revealing and Reducing Gender Biases in Vision and Language Assistants (VLAs)

Leander Girrbach, Stephan Alaniz, Yiran Huang et al.

ICLR 2025arXiv:2410.19314

SANER: Annotation-free Societal Attribute Neutralizer for Debiasing CLIP

Yusuke Hirota, Min-Hung Chen, Chien-Yi Wang et al.

ICLR 2025arXiv:2408.10202