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What Is Near?: Room Locality Learning for Enhanced Robot Vision-Language-Navigation in Indoor Living Environments
We show that local-global planning based on locality knowledge and predicting the indoor layout allows the agent to efficiently select the appropriate action.
The Forward-Forward Algorithm as a feature extractor for skin lesion classification: A preliminary study
Skin cancer, a deadly form of cancer, exhibits a 23\% survival rate in the USA with late diagnosis.
Forward-Forward Algorithm for Hyperspectral Image Classification: A Preliminary Study
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.
GAF-NAU: Gramian Angular Field encoded Neighborhood Attention U-Net for Pixel-Wise Hyperspectral Image Classification
To address this problem, we herein propose a new deep learning architecture, namely Gramian Angular Field encoded Neighborhood Attention U-Net (GAF-NAU), for pixel-based HSI classification.
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