David Marx
dmarx
AI & ML interests
### Broad Research Interests
* Text guided image synthesis
* AI-assisted animation
* Representation learning
* contrastive
* semi-supervised
* adversarial
* composable
* multi-modal
* Application of topolgical and geometric methods to machine learning
* Generative models
* Inductive priors
* Learning theory
### Current Areas of Research Focus
* Modeling with implicit representations and operators
* Composable representations
* Latent-space manipulation
* Scale-agnostic learning
* Artistic applications of multi-modal generative models
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