- Article
Emergent Complexity over Symbolic Simplicity: Inductive Bias and Structural Failure in GANs
- Călin Gheorghe Buzea,
- Florin Nedeff,
- Diana Mirila,
- Valentin Nedeff,
- Oana Rusu,
- Lucian Dobreci,
- Maricel Agop and
- Decebal Vasincu
Generative Adversarial Networks (GANs) perform well on natural images but often fail in domains governed by strict geometric or symbolic constraints. This work focuses on convolutional GANs and studies how their inductive biases interact with two con...

