Language shapes visual processing in both human brains and AI models, study finds

Neuroscientists have been trying to understand how the brain processes visual information for over a century. The development of computational models inspired by the brain's layered organization, also ...
IEEE

Do Visual Imaginations Improve Vision-and-Language Navigation Agents?

Abstract: Vision-and-Language Navigation (VLN) agents are tasked with navigating an unseen environment using natural language instructions. In this work, we study if visual representations of ...
IEEE

Bilinear Pooling with Hierarchical Structure for Precise Visual Recognition

Abstract: Computer vision is continuously advancing in the field of accurate visual representation. Deep learning architectures such as ResNet50 and pooling algorithms have been crucial to this ...