SYSTEMS, METHODS, AND APPARATUSES FOR IMPLEMENTING SELF-SUPERVISED VISUAL REPRESENTATION LEARNING USING ORDER AND APPEARANCE RECOVERY ON A VISION TRANSFORMER

• Main Authors: Ma, DongAo, Liang, Jiangming, Pang, Jiaxuan
• Format: Patent
• Language: English
• Published: 28.09.2023
• Subjects: CALCULATING; COMPUTING; COUNTING; HEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATIONTECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING ORPROCESSING OF MEDICAL OR HEALTHCARE DATA; IMAGE DATA PROCESSING OR GENERATION, IN GENERAL; INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTEDFOR SPECIFIC APPLICATION FIELDS; PHYSICS

Described herein are means for performing self-supervised visual representation learning using order and appearance recovery on a vision transformer. An exemplary system having a processor and memory is specially configured to execute instructions including: receiving medical image training data; se...