How to split tensors with overlap and then reconstruct the original tensor?

[ptrblck]

1. Padding should work fine.

2. Depending on the operation you could use e.g. a single multiplication as seen here.

3. Yes, the overlapping elements are however summed so you might need to normalize them afterwards with e.g. a mask.