3 accepted papers
3D human pose estimation (HPE) is crucial due to its extensive applications. While current 3D HPE methods focus on human skeleton topology for accuracy, they often overlook joint angle information, which is vital in 2D-to-3D pose lifting. This paper introduces the Joint Angle Network (JANE) model to…
Visual question answering (VQA) is a fundamental and challenging cross-modal task. This task requires the model to fully understand the image’s content and reason out the answer based on the question. Existing VQA models understand visual content mainly based on bottom-up or grid features. However,…
Inspired by biological evolution, we explain the rationality of Vision Transformer by analogy with the proven practical Evolutionary Algorithm (EA) and derive that both of them have consistent mathematical representation. Analogous to the dynamic local population in EA, we improve the existing trans…