Representational dissimilarity metric spaces for stochastic neural
networks

Representational dissimilarity metric spaces for stochastic neural networks

21 November 2022

Jeroen Olieslagers

Alex H. Williams

Papers citing "Representational dissimilarity metric spaces for stochastic neural networks"

10 / 10 papers shown

Title
Layer Pruning with Consensus: A Triple-Win Solution Leandro Giusti Mugnaini Carolina Tavares Duarte Anna H. Reali Costa Artur Jordao 71 0 0 21 Nov 2024
Discriminating image representations with principal distortions Jenelle Feather David Lipshutz Sarah E. Harvey Alex H. Williams Eero P. Simoncelli 31 1 0 20 Oct 2024
Effective Layer Pruning Through Similarity Metric Perspective Ian Pons Bruno Yamamoto Anna H. Reali Costa Artur Jordao 46 2 0 27 May 2024
Universal Neurons in GPT2 Language Models Wes Gurnee Theo Horsley Zifan Carl Guo Tara Rezaei Kheirkhah Qinyi Sun Will Hathaway Neel Nanda Dimitris Bertsimas MILM 96 37 0 22 Jan 2024
Probing Biological and Artificial Neural Networks with Task-dependent Neural Manifolds Michael Kuoch Chi-Ning Chou Nikhil Parthasarathy Joel Dapello J. DiCarlo H. Sompolinsky SueYeon Chung 19 1 0 21 Dec 2023
Duality of Bures and Shape Distances with Implications for Comparing Neural Representations Sarah E. Harvey Brett W. Larsen Alex H. Williams 90 11 0 19 Nov 2023
Getting aligned on representational alignment Ilia Sucholutsky Lukas Muttenthaler Adrian Weller Andi Peng Andreea Bobu ... Thomas Unterthiner Andrew Kyle Lampinen Klaus-Robert Muller M. Toneva Thomas L. Griffiths 58 74 0 18 Oct 2023
Estimating Shape Distances on Neural Representations with Limited Samples Dean A. Pospisil Brett W. Larsen Sarah E. Harvey Alex H. Williams 28 2 0 09 Oct 2023
Beyond Geometry: Comparing the Temporal Structure of Computation in Neural Circuits with Dynamical Similarity Analysis Mitchell Ostrow Adam J. Eisen L. Kozachkov Ila Fiete 38 24 0 16 Jun 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 52 64 0 10 May 2023