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cs.CV2026
FairLLaVA: Fairness-Aware Parameter-Efficient Fine-Tuning for Large Vision-Language Assistants
Mahesh Bhosale, Abdul Wasi, Shantam Srivastava +5
While powerful in image-conditioned generation, multimodal large language models (MLLMs) can display uneven performance across demographic groups, highlighting fairness risks. In s…
cs.CV2024
Self-Supervised Learning Based Handwriting Verification
Mihir Chauhan, Mohammad Abuzar Hashemi, Abhishek Satbhai +5
We present SSL-HV: Self-Supervised Learning approaches applied to the task of Handwriting Verification. This task involves determining whether a given pair of handwritten images or…
cs.CV2024
Vision-Language Model Based Handwriting Verification
Mihir Chauhan, Abhishek Satbhai, Mohammad Abuzar Hashemi +5
Handwriting Verification is a critical in document forensics. Deep learning based approaches often face skepticism from forensic document examiners due to their lack of explainabil…