Break It Down: Evidence for Structural Compositionality in Neural Networks

Michael A. Lepori, Thomas Serre, Ellie Pavlick. Break It Down: Evidence for Structural Compositionality in Neural Networks. 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{LeporiSP23,
  title = {Break It Down: Evidence for Structural Compositionality in Neural Networks},
  author = {Michael A. Lepori and Thomas Serre and Ellie Pavlick},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/85069585133c4c168c865e65d72e9775-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/LeporiSP23},
  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},
}