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cs.CV2025
ConvShareViT: Enhancing Vision Transformers with Convolutional Attention Mechanisms for Free-Space Optical Accelerators
Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro
This paper introduces ConvShareViT, a novel deep learning architecture that adapts Vision Transformers (ViTs) to the 4f free-space optical system. ConvShareViT replaces linear laye…
cs.CV2022
FatNet: High Resolution Kernels for Classification Using Fully Convolutional Optical Neural Networks
Riad Ibadulla, Thomas M. Chen, Constantino Carlos Reyes-Aldasoro
This paper describes the transformation of a traditional in-silico classification network into an optical fully convolutional neural network with high-resolution feature maps and k…