Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition

10 July 2022

Papers citing "Domain Adaptation Under Behavioral and Temporal Shifts for Natural Time Series Mobile Activity Recognition"

8 / 8 papers shown

Title
CALDA: Improving Multi-Source Time Series Domain Adaptation with Contrastive Adversarial Learning Garrett Wilson J. Doppa D. Cook 74 34 0 30 Sep 2021
Multi-Source Deep Domain Adaptation with Weak Supervision for Time-Series Sensor Data Garrett Wilson J. Doppa D. Cook TTA AI4TS AI4CE 73 149 0 22 May 2020
Supervised Contrastive Learning Prannay Khosla Piotr Teterwak Chen Wang Aaron Sarna Yonglong Tian Phillip Isola Aaron Maschinot Ce Liu Dilip Krishnan SSL 171 4,580 0 23 Apr 2020
Human Activity Recognition using Inertial, Physiological and Environmental Sensors: a Comprehensive Survey Florenc Demrozi G. Pravadelli A. Bihorac Parisa Rashidi 44 234 0 19 Apr 2020
Deep Learning for Sensor-based Human Activity Recognition: Overview, Challenges and Opportunities Kaixuan Chen Dalin Zhang Lina Yao Bin Guo Zhiwen Yu Yunhao Liu HAI 65 639 0 21 Jan 2020
A Survey of Unsupervised Deep Domain Adaptation Garrett Wilson D. Cook OOD 129 817 0 06 Dec 2018
Representation Learning with Contrastive Predictive Coding Aaron van den Oord Yazhe Li Oriol Vinyals DRL SSL 351 10,364 0 10 Jul 2018
Domain-Adversarial Training of Neural Networks Yaroslav Ganin E. Ustinova Hana Ajakan Pascal Germain Hugo Larochelle François Laviolette M. Marchand Victor Lempitsky GAN OOD 390 9,524 0 28 May 2015