Associative Memory in Iterated Overparameterized Sigmoid Autoencoders

30 June 2020

Papers citing "Associative Memory in Iterated Overparameterized Sigmoid Autoencoders"

8 / 8 papers shown

Title
Do LLMs dream of elephants (when told not to)? Latent concept association and associative memory in transformers Yibo Jiang Goutham Rajendran Pradeep Ravikumar Bryon Aragam CLL KELM 34 6 0 26 Jun 2024
How Much Training Data is Memorized in Overparameterized Autoencoders? An Inverse Problem Perspective on Memorization Evaluation Koren Abitbul Yehuda Dar TDI 20 2 0 04 Oct 2023
Birth of a Transformer: A Memory Viewpoint A. Bietti Vivien A. Cabannes Diane Bouchacourt Hervé Jégou Léon Bottou 21 81 0 01 Jun 2023
Autoencoder Attractors for Uncertainty Estimation S. Cruz B. Taetz Thomas Stifter D. Stricker UQCV 36 9 0 01 Apr 2022
Second-order Symmetric Non-negative Latent Factor Analysis L. Li Xin Luo 20 3 0 04 Mar 2022
Universal Hopfield Networks: A General Framework for Single-Shot Associative Memory Models Beren Millidge Tommaso Salvatori Yuhang Song Thomas Lukasiewicz Rafal Bogacz VLM 24 52 0 09 Feb 2022
Topological properties of basins of attraction and expressiveness of width bounded neural networks H. Beise S. Cruz 11 0 0 10 Nov 2020
Spectrum Dependent Learning Curves in Kernel Regression and Wide Neural Networks Blake Bordelon Abdulkadir Canatar C. Pehlevan 144 201 0 07 Feb 2020