Implicit Generation and Generalization in Energy-Based Models
Yilun Du and Igor Mordatch : https://arxiv.org/abs/1903.08689
#EnergyBasedModels #MachineLearning #GenerativeModels
Yilun Du and Igor Mordatch : https://arxiv.org/abs/1903.08689
#EnergyBasedModels #MachineLearning #GenerativeModels
arXiv.org
Implicit Generation and Generalization in Energy-Based Models
Energy based models (EBMs) are appealing due to their generality and simplicity in likelihood modeling, but have been traditionally difficult to train. We present techniques to scale MCMC based...
Energy-Based Adversarial Training and Video Prediction, NeurIPS 2016
By Yann LeCun, Facebook AI Research
YouTube: https://youtu.be/x4sI5qO6O2Y
#DeepLearning #EnergyBasedModels #UnsupervisedLearning
By Yann LeCun, Facebook AI Research
YouTube: https://youtu.be/x4sI5qO6O2Y
#DeepLearning #EnergyBasedModels #UnsupervisedLearning
YouTube
Energy-Based Adversarial Training and Video Prediction, NIPS 2016 | Yann LeCun, Facebook AI Research
NIPS 2016 Workshop on Adversarial Training https://arxiv.org/abs/1609.03126 We introduce the "Energy-based Generative Adversarial Network" model (EBGAN) whic...
"A tutorial on energy-based learning"
Yann LeCun, Sumit Chopra, and Raia Hadsell (2006) : http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf
#EnergyBasedModels #GenerativeModels #GraphTransformerNetworks
Yann LeCun, Sumit Chopra, and Raia Hadsell (2006) : http://yann.lecun.com/exdb/publis/pdf/lecun-06.pdf
#EnergyBasedModels #GenerativeModels #GraphTransformerNetworks