Search Results for author: Dhruv Srikanth

Found 2 papers, 0 papers with code

Utilizing Adversarial Examples for Bias Mitigation and Accuracy Enhancement

no code implementations18 Apr 2024 Pushkar Shukla, Dhruv Srikanth, Lee Cohen, Matthew Turk

To address this issue, we propose using adversarial images, that is images that deceive a deep neural network but not humans, as counterfactuals for fair model training.

Attribute counterfactual

Next-Generation Teleophthalmology: AI-enabled Quality Assessment Aiding Remote Smartphone-based Consultation

no code implementations11 Feb 2024 Dhruv Srikanth, Jayang Gurung, N Satya Deepika, Vineet Joshi, Pravin Vaddavalli, Soumya Jana

Blindness and other eye diseases are a global health concern, particularly in low- and middle-income countries like India.

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