Arthur Conmy

According to our database, Arthur Conmy authored at least 11 papers between 2022 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Gemma Scope: Open Sparse Autoencoders Everywhere All At Once on Gemma 2.

Tom Lieberum, Senthooran Rajamanoharan, Arthur Conmy, Lewis Smith, Nicolas Sonnerat, Vikrant Varma, János Kramár, Anca D. Dragan, Rohin Shah, Neel Nanda

CoRR, 2024

Jumping Ahead: Improving Reconstruction Fidelity with JumpReLU Sparse Autoencoders.

Senthooran Rajamanoharan, Tom Lieberum, Nicolas Sonnerat, Arthur Conmy, Vikrant Varma, János Kramár, Neel Nanda

CoRR, 2024

Interpreting Attention Layer Outputs with Sparse Autoencoders.

Connor Kissane, Robert Krzyzanowski, Joseph Isaac Bloom, Arthur Conmy, Neel Nanda

CoRR, 2024

Improving Dictionary Learning with Gated Sparse Autoencoders.

Senthooran Rajamanoharan, Arthur Conmy, Lewis Smith, Tom Lieberum, Vikrant Varma, János Kramár, Rohin Shah, Neel Nanda

CoRR, 2024

Stealing part of a production language model.

Nicholas Carlini, Daniel Paleka, Krishnamurthy Dj Dvijotham, Thomas Steinke, Jonathan Hayase, A. Feder Cooper, Katherine Lee, Matthew Jagielski, Milad Nasr, Arthur Conmy, Eric Wallace, David Rolnick, Florian Tramèr

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Successor Heads: Recurring, Interpretable Attention Heads In The Wild.

Rhys Gould, Euan Ong, George Ogden, Arthur Conmy

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Attribution Patching Outperforms Automated Circuit Discovery.

Aaquib Syed, Can Rager, Arthur Conmy

CoRR, 2023

Copy Suppression: Comprehensively Understanding an Attention Head.

Callum McDougall, Arthur Conmy, Cody Rushing, Thomas McGrath, Neel Nanda

CoRR, 2023

Towards Automated Circuit Discovery for Mechanistic Interpretability.

Arthur Conmy, Augustine N. Mavor-Parker, Aengus Lynch, Stefan Heimersheim, Adrià Garriga-Alonso

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Interpretability in the Wild: a Circuit for Indirect Object Identification in GPT-2 Small.

Kevin Ro Wang, Alexandre Variengien, Arthur Conmy, Buck Shlegeris, Jacob Steinhardt

Proceedings of the Eleventh International Conference on Learning Representations, 2023

2022

Stylegan-Induced Data-Driven Regularization for Inverse Problems.

Arthur Conmy, Subhadip Mukherjee, Carola-Bibiane Schönlieb

Proceedings of the IEEE International Conference on Acoustics, 2022