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10/12/2022
SeKron: A Decomposition Method Supporting Many Factorization Structures
While convolutional neural networks (CNNs) have become the de facto stan...
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09/20/2022
Integer Fine-tuning of Transformer-based Models
Transformer based models are used to achieve state-of-the-art performanc...
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07/18/2022
Is Integer Arithmetic Enough for Deep Learning Training?
The ever-increasing computational complexity of deep learning models mak...
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09/29/2021
Convolutional Neural Network Compression through Generalized Kronecker Product Decomposition
Modern Convolutional Neural Network (CNN) architectures, despite their s...
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09/13/2021
