Monitoring and Adapting ML Models on Mobile Devices

Monitoring and Adapting ML Models on Mobile Devices

12 May 2023

Nader Karayanni

Papers citing "Monitoring and Adapting ML Models on Mobile Devices"

11 / 11 papers shown

Title
A Tale of Two Models: Constructing Evasive Attacks on Edge Models Wei Hao Aahil Awatramani Jia-Bin Hu Chengzhi Mao Pin-Chun Chen Eyal Cidon Asaf Cidon Junfeng Yang AAML 48 4 0 22 Apr 2022
FedScale: Benchmarking Model and System Performance of Federated Learning at Scale Fan Lai Yinwei Dai Sanjay Sri Vallabh Singapuram Jiachen Liu Xiangfeng Zhu H. Madhyastha Mosharaf Chowdhury FedML 64 197 0 24 May 2021
Characterizing and Taming Model Instability Across Edge Devices Eyal Cidon Evgenya Pergament Zain Asgar Asaf Cidon Sachin Katti 39 7 0 18 Oct 2020
Energy-based Out-of-distribution Detection Weitang Liu Xiaoyun Wang John Douglas Owens Yixuan Li OODD 211 1,332 0 08 Oct 2020
Federated Learning for Emoji Prediction in a Mobile Keyboard Swaroop Indra Ramaswamy Rajiv Mathews Kanishka Rao Franccoise Beaufays FedML 44 311 0 11 Jun 2019
Single Image Deraining: A Comprehensive Benchmark Analysis Siyuan Li I. B. Araujo Wenqi Ren Zhangyang Wang Eric K. Tokuda Roberto Hirata Junior R. M. C. Junior Jiawan Zhang Xiaojie Guo Xiaochun Cao 42 289 0 20 Mar 2019
Deep Anomaly Detection with Outlier Exposure Dan Hendrycks Mantas Mazeika Thomas G. Dietterich OODD 119 1,468 0 11 Dec 2018
Failing Loudly: An Empirical Study of Methods for Detecting Dataset Shift Stephan Rabanser Stephan Günnemann Zachary Chase Lipton 52 363 0 29 Oct 2018
Learning without Forgetting Zhizhong Li Derek Hoiem CLL OOD SSL 243 4,357 0 29 Jun 2016
The Cityscapes Dataset for Semantic Urban Scene Understanding Marius Cordts Mohamed Omran Sebastian Ramos Timo Rehfeld Markus Enzweiler Rodrigo Benenson Uwe Franke Stefan Roth Bernt Schiele 694 11,540 0 06 Apr 2016
ImageNet Large Scale Visual Recognition Challenge Olga Russakovsky Jia Deng Hao Su J. Krause S. Satheesh ... A. Karpathy A. Khosla Michael S. Bernstein Alexander C. Berg Li Fei-Fei VLM ObjD 1.1K 39,383 0 01 Sep 2014