IEEE

Zero-Shot Image Recognition via Learning Dual Prototype Accordance Across Meta-Domains

Abstract: Zero-shot learning (ZSL) aims to recognize unseen classes by transferring semantic knowledge from seen categories. However, existing methods often struggle with the persistent semantic gap ...
IEEE

Learning-based Image Coding for Machine Intelligence with Variable-Rate

Abstract: Image Coding for Machines (ICM) has yielded significant developments recently. Variable-rate support is necessary for image coding, while performance gap still exists, in learning-based ...