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