MSRF-Net
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DSDF block - code contains skip connections x,y to each Conv+LReLu block but these aren't shown in Fig.1 a) of your original paper.
Concerning the DSDF (RDDB) block
In the code, there are skip connections from x,y to each "conv+leaky relu" block (see all the lines below). However, Fig.1 a) of your paper does not show these skip connections (except that the inputs x,y are added to the output).
Did you train the model with or without these skip connections?
https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L337 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L341 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L352 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L356 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L367 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L372 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L382 https://github.com/NoviceMAn-prog/MSRF-Net/blob/60e23734d94d340b9d89b64e7f9e2636b6f96c0f/model.py#L386