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20242026
most citedConfigurable Fairness: Direct Optimization of Parity Metrics via Vision-Language Models

1 citations · 1 across the 6 of their papers we have counts for

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cs.CV2026

Label Shift Aware Adaptation for Online Zero-shot Learning with Contrastive Language-Image Pre-Training (CLIP)

Pengxiao Han, Changkun Ye, Yanshuo Wang +5

Vision-language models like Contrastive Language-Image Pre-Training (CLIP) have been extensively studied in data-scarce scenarios. A particularly challenging and realistic task in…

cs.CL2026

Identity-Robust Language Model Generation via Content Integrity Preservation

Miao Zhang, Kelly Chen, Md Mehrab Tanjim +1

Large Language Model (LLM) outputs often vary across user sociodemographic attributes, leading to disparities in factual accuracy, utility, and safety, even for objective questions…