20 citations · 40 across the 12 of their papers we have counts for
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cs.LG2020★ 2 cited
WeLa-VAE: Learning Alternative Disentangled Representations Using Weak Labels
Vasilis Margonis, Athanasios Davvetas, Iraklis A. Klampanos
Learning disentangled representations without supervision or inductive biases, often leads to non-interpretable or undesirable representations. On the other hand, strict supervisio…
cs.LG2020
Unsupervised Severe Weather Detection Via Joint Representation Learning Over Textual and Weather Data
Athanasios Davvetas, Iraklis A. Klampanos
When observing a phenomenon, severe cases or anomalies are often characterised by deviation from the expected data distribution. However, non-deviating data samples may also implic…