research
∙
08/18/2022
Improving Small Molecule Generation using Mutual Information Machine
We address the task of controlled generation of small molecules, which e...
share
research
∙
02/18/2020
SentenceMIM: A Latent Variable Language Model
We introduce sentenceMIM, a probabilistic auto-encoder for language mode...
research
∙
10/08/2019
MIM: Mutual Information Machine
We introduce the Mutual Information Machine (MIM), an autoencoder model ...
research
∙
10/04/2019
High Mutual Information in Representation Learning with Symmetric Variational Inference
We introduce the Mutual Information Machine (MIM), a novel formulation o...
research
∙
02/05/2019
TzK: Flow-Based Conditional Generative Model
We formulate a new class of conditional generative models based on proba...
research
∙
12/04/2018
Walking on Thin Air: Environment-Free Physics-based Markerless Motion Capture
We propose a generative approach to physics-based motion capture. Unlike...
research
∙
11/05/2018
