A. Gandhi

Self-Supervised Contrastive Learning with Vision Transformers for Data-Efficient Medical Image Classification

A self-supervised contrastive learning framework that integrates Vision Transformers to address data efficiency challenge and forces the encoder to learn transformation-invariant representations that capture high-level semantic content rather than superficial statistics.