torch-conv-kan
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IvanDrokin
This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels...
Hello and thank you for your very meaningful work! I've been exploring how to do visualization experiments with KAN lately, do you have any good suggestions? Looking forward to hearing...
Hello, so i found this repo really fascinating but can i extract params from each layer and somehow visualize it like in the kan paper or do you plan working...
Hi, this is incredible work. May I know if there are plans to add automatic/manual pruning, and an interpretable output component?
Thank you for the amazing work. I have tried to use to VGG weights trained on imagenet (https://huggingface.co/brivangl/vgg_kagn11_v2) But the accuracy remains zero so it doesn't seem to be a...
Hi, thank you for your wonderful work! I'm curious about when the next checkpoints, especially the ImageNet1K checkpoints, will be released. I'm very excited about them. Best regards.
There were research before MIT paper: https://www.sciencedirect.com/science/article/abs/pii/S0952197620303742 quick introduction here: http://openkan.org/KANscore.html There are few counterintuitive things: 1. Piecewise linear functions provide same accuracy as splines but training is 10 time...
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This project is dedicated to the implementation and research of Kolmogorov-Arnold convolutional networks. The repository includes implementations of 1D, 2D, and 3D convolutions with different kernels...