ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation

Björn Deiseroth, Mayukh Deb, Samuel Weinbach, Manuel Brack, Patrick Schramowski, Kristian Kersting. ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation. 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{DeiserothDWBSK23,
  title = {ATMAN: Understanding Transformer Predictions Through Memory Efficient Attention Manipulation},
  author = {Björn Deiseroth and Mayukh Deb and Samuel Weinbach and Manuel Brack and Patrick Schramowski and Kristian Kersting},
  year = {2023},
  url = {http://papers.nips.cc/paper_files/paper/2023/hash/c83bc020a020cdeb966ed10804619664-Abstract-Conference.html},
  researchr = {https://researchr.org/publication/DeiserothDWBSK23},
  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},
}