DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learning

7 February 2022

Papers citing "DeepStability: A Study of Unstable Numerical Methods and Their Solutions in Deep Learning"

6 / 6 papers shown

Title
Safe Automated Refactoring for Efficient Migration of Imperative Deep Learning Programs to Graph Execution Raffi Khatchadourian Tatiana Castro Vélez M. Bagherzadeh Nan Jia A. Raja 29 0 0 07 Apr 2025
Grokking at the Edge of Numerical Stability Lucas Prieto Melih Barsbey Pedro A.M. Mediano Tolga Birdal 42 3 0 08 Jan 2025
MixQuant: Mixed Precision Quantization with a Bit-width Optimization Search Yichen Xie Wei Le MQ 16 4 0 29 Sep 2023
Reliability Assurance for Deep Neural Network Architectures Against Numerical Defects Linyi Li Yuhao Zhang Luyao Ren Yingfei Xiong Tao Xie 27 7 0 13 Feb 2023
Numerical Stability of DeepGOPlus Inference Inés Gonzalez Pepe Yohan Chatelain Gregory Kiar Tristan Glatard BDL 19 2 0 13 Dec 2022
A Retrospective on ICSE 2022 Cailin Winston Caleb Winston Chloe N. Winston Claris Winston Cleah Winston 19 0 0 26 Jul 2022