The Spotlight Resonance Method: Resolving the Alignment of Embedded Activations

The Spotlight Resonance Method: Resolving the Alignment of Embedded Activations

9 May 2025

Author Contacts:

george.bird@postgrad.manchester.ac.uk

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Papers citing "The Spotlight Resonance Method: Resolving the Alignment of Embedded Activations"

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Title
Neural Collapse: A Review on Modelling Principles and Generalization Vignesh Kothapalli 105 81 0 08 Jun 2022
Prevalence of Neural Collapse during the terminal phase of deep learning training Vardan Papyan Xuemei Han D. Donoho 202 578 0 18 Aug 2020
UMAP: Uniform Manifold Approximation and Projection for Dimension Reduction Leland McInnes John Healy James Melville 163 9,432 0 09 Feb 2018
Network Dissection: Quantifying Interpretability of Deep Visual Representations David Bau Bolei Zhou A. Khosla A. Oliva Antonio Torralba MILM FAtt 146 1,515 1 19 Apr 2017
Generating Videos with Scene Dynamics Carl Vondrick Hamed Pirsiavash Antonio Torralba GAN VGen 188 1,468 0 08 Sep 2016
Object Detectors Emerge in Deep Scene CNNs Bolei Zhou A. Khosla Àgata Lapedriza A. Oliva Antonio Torralba ObjD 151 1,283 0 22 Dec 2014
Intriguing properties of neural networks Christian Szegedy Wojciech Zaremba Ilya Sutskever Joan Bruna D. Erhan Ian Goodfellow Rob Fergus AAML 275 14,927 1 21 Dec 2013