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cs.LG2022★ 5 cited
When, Why, and Which Pretrained GANs Are Useful?
Timofey Grigoryev, Andrey Voynov, Artem Babenko
The literature has proposed several methods to finetune pretrained GANs on new datasets, which typically results in higher performance compared to training from scratch, especially…
cs.LG2020
Category-Learning with Context-Augmented Autoencoder
Denis Kuzminykh, Laida Kushnareva, Timofey Grigoryev +1
Finding an interpretable non-redundant representation of real-world data is one of the key problems in Machine Learning. Biological neural networks are known to solve this problem…