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arXiv research

A locally-built, LLM-digested index of recent arXiv papers in quant finance, geometry/topology, and statistical ML — keyword search served straight from SQLite on this machine.

169,051 papers · 148 categories

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1 result for “heteroencoder”
Improving Chemical Autoencoder Latent Space and Molecular De novo Generation Diversity with Heteroencoderscs.LG

Heteroencoders improve chemical latent space diversity and molecular generation.

problem Improving chemical latent space properties and diversity in autoencoders.
method Employing SMILES enumeration for encoder or decoder, training RNNs with LSTM, and using QSAR models.
result Heteroencoders yield more diverse latent spaces and better molecular generation.
chemical autoencoderlatent spacemolecular diversityheteroencoderreinforcement learning
2018-06-25abs ↗pdf ↗