most citedInvestigating the Robustness of Vision Transformers against Label Noise in Medical Image Classification

2 citations · 3 across the 3 of their papers we have counts for

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cs.CV2024

CAR-MFL: Cross-Modal Augmentation by Retrieval for Multimodal Federated Learning with Missing Modalities

Pranav Poudel, Prashant Shrestha, Sanskar Amgain +3

Multimodal AI has demonstrated superior performance over unimodal approaches by leveraging diverse data sources for more comprehensive analysis. However, applying this effectivenes…

cs.CV2024★ 1 cited

Investigation of Federated Learning Algorithms for Retinal Optical Coherence Tomography Image Classification with Statistical Heterogeneity

Sanskar Amgain, Prashant Shrestha, Sophia Bano +5

Purpose: We apply federated learning to train an OCT image classifier simulating a realistic scenario with multiple clients and statistical heterogeneous data distribution where da…