A collection of resources on Application of Energy-Based Models.
A list of related papers:
ICLR2021 Tutorial: https://iclr.cc/virtual/2021/workshop/2140
- Modeling Based Planning with Energy Based Models
Yilun Du, Toru Lin, Igor Mordatch
[CORL 2019] (MIT) - Implicit Generation and Modeling with Energy Based Models
Yilun Du, Igor Mordatch
[NeurIPS 2019] (MIT, Google Brain) - Compositional Visual Generation with Energy Based Models
Yilun Du, Shuang Li, Igor Mordatch
[NeurIPS 2020] (MIT) - Energy-Based Models For Atomic-Resolution Protein Conformations
Yilun Du, Joshua Meier, Jerry Ma, Rob Fergus, Alexander Rives
[ICLR 2020] (MIT) - Energy-Based Models for Continual Learning
Shuang Li, Yilun Du, Gido M. van de Ven, Antonio Torralba, Igor Mordatch
[Arxiv 2020] (MIT) - Improved Contrastive Divergence Training of Energy Based Models
Yilun Du, Shuang Li, Joshua Tenenbaum, Igor Mordatch
[ICML 2021] (MIT) - Conjugate Energy-Based Models
Hao Wu, Babak Esmaeili, Michael Wick, Jean-Baptiste Tristan, Jan-Willem van de Meent
[ICML 2021] (Northeastern University)