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07/16/2023
Heterogeneous graphs model spatial relationships between biological entities for breast cancer diagnosis
The heterogeneity of breast cancer presents considerable challenges for ...
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07/01/2023
WaveMixSR: A Resource-efficient Neural Network for Image Super-resolution
Image super-resolution research recently been dominated by transformer m...
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07/01/2023
WavePaint: Resource-efficient Token-mixer for Self-supervised Inpainting
Image inpainting, which refers to the synthesis of missing regions in an...
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04/19/2023
CHATTY: Coupled Holistic Adversarial Transport Terms with Yield for Unsupervised Domain Adaptation
We propose a new technique called CHATTY: Coupled Holistic Adversarial T...
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02/22/2023
Magnification Invariant Medical Image Analysis: A Comparison of Convolutional Networks, Vision Transformers, and Token Mixers
Convolution Neural Networks (CNNs) are widely used in medical image anal...
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05/28/2022
WaveMix-Lite: A Resource-efficient Neural Network for Image Analysis
Gains in the ability to generalize on image analysis tasks for neural ne...
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03/07/2022
WaveMix: Resource-efficient Token Mixing for Images
Although certain vision transformer (ViT) and CNN architectures generali...
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01/25/2022
Convolutional Xformers for Vision
Vision transformers (ViTs) have found only limited practical use in proc...
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10/25/2021
"So You Think You're Funny?": Rating the Humour Quotient in Standup Comedy
Computational Humour (CH) has attracted the interest of Natural Language...
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07/05/2021