Miles Liao

Synthetic Image Oversampling for Rare-Class Representation Learning in Deep Facial Phenotyping

Recent deep facial phenotyping methods can support the recognition of genetic syndromes, but patient images are often scarce and unevenly distributed across disorders. Synthetic facial images offer a way to supplement the training data without collecting additional patient photographs. Their usefulness, however, depend...