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. Author manuscript; available in PMC: 2022 Jun 1.
Published in final edited form as: Artif Intell Med. 2021 Apr 23;116:102078. doi: 10.1016/j.artmed.2021.102078

Table 8.

Similarity of representations between different layers of pairs of networks trained from random initialization (R.I.) and via transfer learning (T.L.).

encoder-1 encoder-2 encoder-3 decoder-1 decoder-2 decoder-3

RSIM(R.I., R.I.) 0.247 ± 0.045 0.358 ± 0.034 0.405 ± 0.018 0.463 ± 0.046 0.540 ± 0.064 0.398 ± 0.041
RSIM(T.L., T.L.) 0.243 ± 0.010 0.370 ± 0.009 0.433 ± 0.005 0.510 ± 0.018 0.492 ± 0.047 0.333 ± 0.050
RSIM(R.I., T.L.) 0.287 ± 0.019 0.386 ± 0.014 0.460 ± 0.021 0.597 ± 0.024 0.636 ± 0.046 0.534 ± 0.057