InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models

Yingheng Wang, Yair Schiff, Aaron Gokaslan, Weishen Pan, Fei Wang 0001, Christopher De Sa, Volodymyr Kuleshov. InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models. In Andreas Krause 0001, Emma Brunskill, KyungHyun Cho, Barbara Engelhardt, Sivan Sabato, Jonathan Scarlett, editors, International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA. Volume 202 of Proceedings of Machine Learning Research, pages 36336-36354, PMLR, 2023. [doi]

@inproceedings{WangSGPWSK23,
  title = {InfoDiffusion: Representation Learning Using Information Maximizing Diffusion Models},
  author = {Yingheng Wang and Yair Schiff and Aaron Gokaslan and Weishen Pan and Fei Wang 0001 and Christopher De Sa and Volodymyr Kuleshov},
  year = {2023},
  url = {https://proceedings.mlr.press/v202/wang23ah.html},
  researchr = {https://researchr.org/publication/WangSGPWSK23},
  cites = {0},
  citedby = {0},
  pages = {36336-36354},
  booktitle = {International Conference on Machine Learning, ICML 2023, 23-29 July 2023, Honolulu, Hawaii, USA},
  editor = {Andreas Krause 0001 and Emma Brunskill and KyungHyun Cho and Barbara Engelhardt and Sivan Sabato and Jonathan Scarlett},
  volume = {202},
  series = {Proceedings of Machine Learning Research},
  publisher = {PMLR},
}