The Curious Case of Benign Memorization

25 October 2022

Papers citing "The Curious Case of Benign Memorization"

11 / 11 papers shown

Title
The Pitfalls of Memorization: When Memorization Hurts Generalization Reza Bayat Mohammad Pezeshki Elvis Dohmatob David Lopez-Paz Pascal Vincent OOD 92 3 0 10 Dec 2024
Causal Estimation of Memorisation Profiles Pietro Lesci Clara Meister Thomas Hofmann Andreas Vlachos Tiago Pimentel 37 5 0 06 Jun 2024
Memorization in deep learning: A survey Jiaheng Wei Yanjun Zhang Leo Yu Zhang Ming Ding Chao Chen Kok-Leong Ong Jun Zhang Yang Xiang 37 5 0 06 Jun 2024
Scaling MLPs: A Tale of Inductive Bias Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 21 37 0 23 Jun 2023
Random Teachers are Good Teachers Felix Sarnthein Gregor Bachmann Sotiris Anagnostidis Thomas Hofmann 13 4 0 23 Feb 2023
Spatio-Temporal Crop Aggregation for Video Representation Learning Sepehr Sameni Simon Jenni Paolo Favaro 13 3 0 30 Nov 2022
Depth and Representation in Vision Models Benjamin L. Badger SSL VLM FAtt 21 3 0 11 Nov 2022
On Feature Decorrelation in Self-Supervised Learning Tianyu Hua Wenxiao Wang Zihui Xue Sucheng Ren Yue Wang Hang Zhao SSL OOD 107 163 0 02 May 2021
Emerging Properties in Self-Supervised Vision Transformers Mathilde Caron Hugo Touvron Ishan Misra Hervé Jégou Julien Mairal Piotr Bojanowski Armand Joulin 283 5,723 0 29 Apr 2021
Meta Pseudo Labels Hieu H. Pham Zihang Dai Qizhe Xie Minh-Thang Luong Quoc V. Le VLM 245 648 0 23 Mar 2020
Norm-Based Capacity Control in Neural Networks Behnam Neyshabur Ryota Tomioka Nathan Srebro 111 577 0 27 Feb 2015