Identity Crisis: Memorization and Generalization under Extreme
Overparameterization

Identity Crisis: Memorization and Generalization under Extreme Overparameterization

13 February 2019

Michael C. Mozer

Papers citing "Identity Crisis: Memorization and Generalization under Extreme Overparameterization"

17 / 17 papers shown

Title
When does compositional structure yield compositional generalization? A kernel theory Samuel Lippl Kim Stachenfeld NAI CoGe 73 5 0 26 May 2024
Gradients Look Alike: Sensitivity is Often Overestimated in DP-SGD Anvith Thudi Hengrui Jia Casey Meehan Ilia Shumailov Nicolas Papernot 33 3 0 01 Jul 2023
ReSup: Reliable Label Noise Suppression for Facial Expression Recognition Xiang Zhang Yan Lu Huan Yan Jingyang Huang Yusheng Ji Yu Gu 33 3 0 29 May 2023
Stretched and measured neural predictions of complex network dynamics V. Vasiliauskaite Nino Antulov-Fantulin 33 1 0 12 Jan 2023
Improving the Robustness of Neural Multiplication Units with Reversible Stochasticity Bhumika Mistry K. Farrahi Jonathon S. Hare AAML 16 0 0 10 Nov 2022
Frequency Dropout: Feature-Level Regularization via Randomized Filtering Mobarakol Islam Ben Glocker OOD 35 6 0 20 Sep 2022
Datamodels: Predicting Predictions from Training Data Andrew Ilyas Sung Min Park Logan Engstrom Guillaume Leclerc A. Madry TDI 47 131 0 01 Feb 2022
Feature Importance in a Deep Learning Climate Emulator Wei-ping Xu Xihaier Luo Yihui Ren Ji Hwan Park Shinjae Yoo B. Nadiga FAtt AI4TS 39 3 0 27 Aug 2021
A Mechanism for Producing Aligned Latent Spaces with Autoencoders Saachi Jain Adityanarayanan Radhakrishnan Caroline Uhler 24 9 0 29 Jun 2021
SinIR: Efficient General Image Manipulation with Single Image Reconstruction Jihyeong Yoo Qifeng Chen 24 23 0 14 Jun 2021
The surprising impact of mask-head architecture on novel class segmentation Vighnesh Birodkar Zhichao Lu Siyang Li V. Rathod Jonathan Huang ISeg 36 27 0 01 Apr 2021
Ramifications of Approximate Posterior Inference for Bayesian Deep Learning in Adversarial and Out-of-Distribution Settings John Mitros A. Pakrashi Brian Mac Namee UQCV 26 2 0 03 Sep 2020
Associative Memory in Iterated Overparameterized Sigmoid Autoencoders Yibo Jiang Cengiz Pehlevan 19 13 0 30 Jun 2020
Rate-Regularization and Generalization in VAEs Alican Bozkurt Babak Esmaeili Jean-Baptiste Tristan Dana H. Brooks Jennifer G. Dy Jan-Willem van de Meent DRL 25 7 0 11 Nov 2019
Overparameterized Neural Networks Implement Associative Memory Adityanarayanan Radhakrishnan M. Belkin Caroline Uhler BDL 35 71 0 26 Sep 2019
The Scientific Method in the Science of Machine Learning Jessica Zosa Forde Michela Paganini 24 35 0 24 Apr 2019
Google's Neural Machine Translation System: Bridging the Gap between Human and Machine Translation Yonghui Wu M. Schuster Z. Chen Quoc V. Le Mohammad Norouzi ... Alex Rudnick Oriol Vinyals G. Corrado Macduff Hughes J. Dean AIMat 716 6,746 0 26 Sep 2016