Visual representation learning using graph-based higher-order heuristic distillation for cell detection in blood smear images
Background and objective: In many real-world scenarios, including the blood smear domain, it is difficult for detection networks to achieve good performance because image annotation is usually time consuming and expensive.To address this issue, similarity-based distillation (SD) methods, considered the soft version of contrastive learning, are appl