40 citations · 71 across the 2 of their papers we have counts for
2 papers
cs.LG2019★ 40 cited
All SMILES Variational Autoencoder
Zaccary Alperstein, Artem Cherkasov, Jason Tyler Rolfe
Variational autoencoders (VAEs) defined over SMILES string and graph-based representations of molecules promise to improve the optimization of molecular properties, thereby revolut…
cs.LG2013★ 31 cited
Discriminative Recurrent Sparse Auto-Encoders
Jason Tyler Rolfe, Yann LeCun
We present the discriminative recurrent sparse auto-encoder model, comprising a recurrent encoder of rectified linear units, unrolled for a fixed number of iterations, and connecte…