Reviews: Designing by Training: Acceleration Neural Network for Fast High-Dimensional Convolution
–Neural Information Processing Systems
I am happy with the responses they have provided to my initial concerns which have improved the manuscript. I would encourage authors to add an appendix should they believe they can convey a more complete message without having to wait for drafting another another longer manuscript. They utilise the new Acceleration Network (AccNet) to express the approximation function of splatting/blurring/slicing (SBS) and generalise SBS by changing the architecture of AccNet. Upon finishing the training process, the proposed fast convolution algorithm can be derived from the weights and activation functions of each layer. They conducted various experiments that prove the effectiveness of the proposed algorithm.
Neural Information Processing Systems
Oct-7-2024, 09:23:40 GMT
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