Active Subspace of Neural Networks: Structural Analysis and Universal Attacks

29 October 2019

Papers citing "Active Subspace of Neural Networks: Structural Analysis and Universal Attacks"

5 / 5 papers shown

Title
CoLA: Compute-Efficient Pre-Training of LLMs via Low-Rank Activation Z. Liu Ruijie Zhang Zihan Wang Zi Yang Paul Hovland Bogdan Nicolae Franck Cappello Z. Zhang 49 0 0 16 Feb 2025
Learning Active Subspaces for Effective and Scalable Uncertainty Quantification in Deep Neural Networks Sanket R. Jantre Nathan M. Urban Xiaoning Qian Byung-Jun Yoon BDL UQCV 26 4 0 06 Sep 2023
Quantization Aware Factorization for Deep Neural Network Compression Daria Cherniuk Stanislav Abukhovich Anh-Huy Phan Ivan Oseledets A. Cichocki Julia Gusak MQ 23 2 0 08 Aug 2023
A Proper Orthogonal Decomposition approach for parameters reduction of Single Shot Detector networks L. Meneghetti N. Demo G. Rozza 29 1 0 27 Jul 2022
Federated Optimization of Smooth Loss Functions Ali Jadbabaie A. Makur Devavrat Shah FedML 21 7 0 06 Jan 2022