Vision-to-language tasks aim to integrate computer vision and natural language processing together, which has attracted the attention of many researchers. For typical approaches, they encode image into feature representations decode it sentences. While neglect high-level semantic concepts subtle relationships between regions elements. To make full use these information, this paper attempt explo...

Acne vulgaris is the common form of acne that primarily affects adolescents, characterised by an eruption inflammatory and/or non-inflammatory skin lesions. Accurate evaluation and severity grading play a significant role in precise treatment for patients. Manual examination typically conducted dermatologists through visual inspection patient counting number However, this task costs time requir...