GULP: a prediction-based metric between representations

GULP: a prediction-based metric between representations

12 October 2022

Enric Boix Adserà

Hannah Lawrence

George Stepaniants

Philippe Rigollet

Papers citing "GULP: a prediction-based metric between representations"

12 / 12 papers shown

Title
ReSi: A Comprehensive Benchmark for Representational Similarity Measures Max Klabunde Tassilo Wald Tobias Schumacher Klaus H. Maier-Hein Markus Strohmaier Adriana Iamnitchi AI4TS VLM 68 5 0 13 Mar 2025
Bayesian Comparisons Between Representations Heiko H. Schütt FAtt 143 0 0 20 Feb 2025
What Representational Similarity Measures Imply about Decodable Information Sarah E. Harvey David Lipshutz Alex H. Williams 31 1 0 12 Nov 2024
Towards Universality: Studying Mechanistic Similarity Across Language Model Architectures Junxuan Wang Xuyang Ge Wentao Shu Qiong Tang Yunhua Zhou Zhengfu He Xipeng Qiu 27 7 0 09 Oct 2024
On Affine Homotopy between Language Encoders Robin SM Chan Reda Boumasmoud Anej Svete Yuxin Ren Qipeng Guo ... Shauli Ravfogel Mrinmaya Sachan Bernhard Schölkopf Mennatallah El-Assady Ryan Cotterell 38 3 0 04 Jun 2024
Towards a theory of model distillation Enric Boix-Adserà FedML VLM 44 6 0 14 Mar 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 92 37 0 22 Jan 2024
GIST: Generated Inputs Sets Transferability in Deep Learning Florian Tambon Foutse Khomh G. Antoniol AAML 32 1 0 01 Nov 2023
Model Spider: Learning to Rank Pre-Trained Models Efficiently Yi-Kai Zhang Ting Huang Yao-Xiang Ding De-Chuan Zhan Han-Jia Ye 21 23 0 06 Jun 2023
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 45 64 0 10 May 2023
GLUE: A Multi-Task Benchmark and Analysis Platform for Natural Language Understanding Alex Jinpeng Wang Amanpreet Singh Julian Michael Felix Hill Omer Levy Samuel R. Bowman ELM 294 6,950 0 20 Apr 2018
Word Translation Without Parallel Data Alexis Conneau Guillaume Lample MarcÁurelio Ranzato Ludovic Denoyer Hervé Jégou 167 1,635 0 11 Oct 2017