ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion

Yingjun Du, Zehao Xiao, ShengCai Liao, Cees Snoek. ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion. 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{DuXLS23,
  title = {ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion},
  author = {Yingjun Du and Zehao Xiao and ShengCai Liao and Cees Snoek},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/911dd89c81efc624c4e1c39381179505-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/DuXLS23},
  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},
}