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Author(s) -
Donat R. Spahn
Publication year - 2009
Publication title -
transfusion
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.045
H-Index - 132
eISSN - 1537-2995
pISSN - 0041-1132
DOI - 10.1111/j.1537-2995.2009.02509.x
Subject(s) - medicine
In Publication I, the implementation suffered from PyTorch bug 12671 [110] which prevented CelebaHQ reconstructions in 256×256 resolution and reduced the diversity of images in Fig. 6. The bug was mentioned in the follow-up work Publication II. In Publication I and Publication II, the encoder implementation had a mislocated LReLU activation function (with p = 0.2) at the secondlast layer, biasing the latent space distribution. This may have made the reported results worse across the board. The effect was mentioned in the Supplement of Publication II.