Daniil Polykovskiy
Recent Publications
- Deterministic Decoding for Discrete Data in Variational Autoencoders (2020) AISTATS 2020
- A Prior of a Googol Gaussians: a Tensor Ring Induced Prior for Generative Models (2019) NeurIPS 2019
- Deep learning enables rapid identification of potent DDR1 kinase inhibitors (2019)
- Subset-Conditioned Generation Using Variational Autoencoder With A Learnable Tensor-Train Induced Prior (2018)
- Entangled Conditional Adversarial Autoencoder for de Novo Drug Discovery (2018)
- Concorde: Morphological Agreement in Conversational Models (2018) ACML 2018
- ReSet: Learning Recurrent Dynamic Routing in ResNet-like Neural Networks (2018) ACML 2018