Nagarajan Ganapathy

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Computer Vision (1)Multimodal Models (1)Training Efficiency & Optimization (1)

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Podakanti Satyajith Chary (1)

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Mar 18, 2026

Podakanti Satyajith Chary +12w ago

Differential Attention-Augmented BiomedCLIP with Asymmetric Focal Optimization for Imbalanced Multi-Label Video Capsule Endoscopy Classification

Differential attention and asymmetric loss functions can significantly improve the performance of BiomedCLIP on highly imbalanced video classification tasks like identifying rare pathologies in video capsule endoscopy.

Podakanti Satyajith Chary, Nagarajan Ganapathy

Computer Vision Multimodal Models Training Efficiency & Optimization

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Nagarajan Ganapathy

Publication activitypapers/week, last 8 weeks

Research focus

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Papers (1)