2k citations · 2.1k across the 11 of their papers we have counts for
3 papers · 1 filter
What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments
Muraleekrishna Gopinathan, Jumana Abu-Khalaf, David Suter +2
Humans use their knowledge of common house layouts obtained from previous experiences to predict nearby rooms while navigating in new environments. This greatly helps them navigate…
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study
Abel Reyes-Angulo, Sidike Paheding
Skin cancer, a deadly form of cancer, exhibits a 23\% survival rate in the USA with late diagnosis. Early detection can significantly increase the survival rate, and facilitate tim…
Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study
Sidike Paheding, Abel A. Reyes-Angulo
The back-propagation algorithm has long been the de-facto standard in optimizing weights and biases in neural networks, particularly in cutting-edge deep learning models. Its wides…