Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning

Yihua Zhang, Yimeng Zhang, Aochuan Chen, Jinghan Jia, Jiancheng Liu, Gaowen Liu, Mingyi Hong, Shiyu Chang, Sijia Liu 0001. Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning. 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{ZhangZCJLLHC023,
  title = {Selectivity Drives Productivity: Efficient Dataset Pruning for Enhanced Transfer Learning},
  author = {Yihua Zhang and Yimeng Zhang and Aochuan Chen and Jinghan Jia and Jiancheng Liu and Gaowen Liu and Mingyi Hong and Shiyu Chang and Sijia Liu 0001},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/749252feedd44f7f10d47ec1d674a2f8-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/ZhangZCJLLHC023},
  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},
}