Attentive feature aggregationSelf-distillationDeep learningAutomatic surveillance of early neoplasia in Barrett's esophagus (BE) is of great significance for improving the survival rate of esophageal cancer. It remains, however, a challenging task due to (1) the large variation of early neoplasia, (...