Energy Discrepancies: A Score-Independent Loss for Energy-Based Models

Tobias Schröder, Zijing Ou, Jen Lim, Yingzhen Li, Sebastian J. Vollmer, Andrew Duncan. Energy Discrepancies: A Score-Independent Loss for Energy-Based Models. In Alice Oh, Tristan Naumann, Amir Globerson, Kate Saenko, Moritz Hardt, Sergey Levine, editors, Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023. 2023. [doi]

@inproceedings{SchroderOLLVD23,
  title = {Energy Discrepancies: A Score-Independent Loss for Energy-Based Models},
  author = {Tobias Schröder and Zijing Ou and Jen Lim and Yingzhen Li and Sebastian J. Vollmer and Andrew Duncan},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/8e176ef071f00f1b233461c5ad5e1b24-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/SchroderOLLVD23},
  cites = {0},
  citedby = {0},
  booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans, LA, USA, December 10 - 16, 2023},
  editor = {Alice Oh and Tristan Naumann and Amir Globerson and Kate Saenko and Moritz Hardt and Sergey Levine},
}