Similarity of Neural Networks with Gradients

Similarity of Neural Networks with Gradients

25 March 2020

Wesley J. Maddox

Charlie Dickens

Andreas C. Damianou

Papers citing "Similarity of Neural Networks with Gradients"

14 / 14 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 203 6 0 13 Mar 2025
Similarity of Neural Network Models: A Survey of Functional and Representational Measures Max Klabunde Tobias Schumacher M. Strohmaier Florian Lemmerich 125 73 0 10 May 2023
Similarity of Neural Network Representations Revisited Simon Kornblith Mohammad Norouzi Honglak Lee Geoffrey E. Hinton 136 1,414 0 01 May 2019
Representation Similarity Analysis for Efficient Task taxonomy & Transfer Learning Kshitij Dwivedi Gemma Roig 60 152 0 26 Apr 2019
Task2Vec: Task Embedding for Meta-Learning Alessandro Achille Michael Lam Rahul Tewari Avinash Ravichandran Subhransu Maji Charless C. Fowlkes Stefano Soatto Pietro Perona SSL 75 314 0 10 Feb 2019
An Algorithmic Perspective on Imitation Learning Takayuki Osa Joni Pajarinen Gerhard Neumann J. Andrew Bagnell Pieter Abbeel Jan Peters 83 843 0 16 Nov 2018
Neural Tangent Kernel: Convergence and Generalization in Neural Networks Arthur Jacot Franck Gabriel Clément Hongler 263 3,194 0 20 Jun 2018
Insights on representational similarity in neural networks with canonical correlation Ari S. Morcos M. Raghu Samy Bengio DRL 60 445 0 14 Jun 2018
Generalizing Point Embeddings using the Wasserstein Space of Elliptical Distributions Boris Muzellec Marco Cuturi 57 79 0 19 May 2018
Fisher-Rao Metric, Geometry, and Complexity of Neural Networks Tengyuan Liang T. Poggio Alexander Rakhlin J. Stokes 73 226 0 05 Nov 2017
Sharper Bounds for Regularized Data Fitting H. Avron K. Clarkson David P. Woodruff 57 58 0 10 Nov 2016
Uncertain programming model for multi-item solid transportation problem Hasan Dalman 104 64 0 31 May 2016
Deep Residual Learning for Image Recognition Kaiming He Xinming Zhang Shaoqing Ren Jian Sun MedIm 2.2K 193,814 0 10 Dec 2015
Algorithms for Learning Kernels Based on Centered Alignment Corinna Cortes M. Mohri Afshin Rostamizadeh 68 545 0 02 Mar 2012

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