Generative Models

All Work

How to use AI to discover new drugs and materials with limited data
How to use AI to discover new drugs and materials with limited data
IBM Research
Generating new molecules with graph grammar
Generating new molecules with graph grammar
MIT News
Breaking into the black box of artificial intelligence
Breaking into the black box of artificial intelligence
Nature
When it comes to AI, can we ditch the datasets?
When it comes to AI, can we ditch the datasets?
MIT News
Generative adversarial networks: What GANs are and how they’ve evolved
Generative adversarial networks: What GANs are and how they’ve evolved
VentureBeat
SimVAE: Simulator-Assisted Training for Interpretable Generative Models
SimVAE: Simulator-Assisted Training for Interpretable Generative Models
 
Seeing What a GAN Cannot Generate
Seeing What a GAN Cannot Generate
 
MIT and IBM’s new A.I. image-editing tool lets you paint with neurons
MIT and IBM’s new A.I. image-editing tool lets you paint with neurons
Digital Trends
Teaching artificial intelligence to create visuals with more common sense
Teaching artificial intelligence to create visuals with more common sense
MIT News
GAN Paint Studio uses AI to add, delete, and modify objects in photos
GAN Paint Studio uses AI to add, delete, and modify objects in photos
Venture Beat
Webby Awards: AI Portraits
Webby Awards: AI Portraits
Artsy
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
GAN Dissection: Visualizing and Understanding Generative Adversarial Networks
 
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders
Constrained Generation of Semantically Valid Graphs via Regularizing Variational Autoencoders
 
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation
Controllable Image-to-Video Translation: A Case Study on Facial Expression Generation
 
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation
Jointly Optimize Data Augmentation and Network Training: Adversarial Data Augmentation in Human Pose Estimation