SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation

31 January 2017

Papers citing "SenseGen: A Deep Learning Architecture for Synthetic Sensor Data Generation"

28 / 28 papers shown

Title
AI and Generative AI Transforming Disaster Management: A Survey of Damage Assessment and Response Techniques Aman Raj Lakshit Arora Sanjay Surendranath Girija Shashank Kapoor Dipen Pradhan Ankit Shetgaonkar 24 0 0 13 May 2025
Exploring the Impact of Synthetic Data on Human Gesture Recognition Tasks Using GANs George Kontogiannis Pantelis Tzamalis Sotiris Nikoletseas 81 0 0 09 Dec 2024
UserBoost: Generating User-specific Synthetic Data for Faster Enrolment into Behavioural Biometric Systems George Webber Jack Sturgess Ivan Martinovic 26 0 0 12 Jul 2024
A Survey of Transformer Enabled Time Series Synthesis Alexander Sommers Logan Cummins Sudip Mittal Shahram Rahimi Maria Seale Joseph Jaboure Thomas Arnold AI4TS 50 2 0 04 Jun 2024
Navigating Tabular Data Synthesis Research: Understanding User Needs and Tool Capabilities Maria F. Davila Sven Groen Fabian Panse Wolfram Wingerath LMTD 39 1 0 31 May 2024
Advancing Location-Invariant and Device-Agnostic Motion Activity Recognition on Wearable Devices Rebecca Adaimi Abdelkareem Bedri Jun Gong Richard Kang Joanna Arreaza-Taylor Gerri-Michelle Pascual Michael Ralph Gierad Laput HAI 18 1 0 06 Feb 2024
KAXAI: An Integrated Environment for Knowledge Analysis and Explainable AI Saikat Barua Sifat Momen 32 5 0 30 Dec 2023
Time-series Generation by Contrastive Imitation Daniel Jarrett Ioana Bica M. Schaar AI4TS 13 24 0 02 Nov 2023
Tapestry of Time and Actions: Modeling Human Activity Sequences using Temporal Point Process Flows Vinayak Gupta Srikanta J. Bedathur AI4TS 35 1 0 13 Jul 2023
BSDGAN: Balancing Sensor Data Generative Adversarial Networks for Human Activity Recognition Yifan Hu Yu Wang 36 7 0 07 Aug 2022
ProActive: Self-Attentive Temporal Point Process Flows for Activity Sequences Vinayak Gupta Srikanta J. Bedathur AI4TS 30 16 0 10 Jun 2022
Generating multivariate time series with COmmon Source CoordInated GAN (COSCI-GAN) Ali Seyfi Jean-Francois Rajotte Raymond T. Ng AI4TS 16 27 0 27 May 2022
PhysioGAN: Training High Fidelity Generative Model for Physiological Sensor Readings M. Alzantot L. Garcia Mani B. Srivastava 27 1 0 25 Apr 2022
Data augmentation through multivariate scenario forecasting in Data Centers using Generative Adversarial Networks J. Pérez Patricia Arroba Jose M. Moya 27 14 0 12 Jan 2022
Deep Learning in Human Activity Recognition with Wearable Sensors: A Review on Advances Shibo Zhang Yaxuan Li Shen Zhang Farzad Shahabi S. Xia Yuanbei Deng N. Alshurafa BDL 23 296 0 31 Oct 2021
Guided-GAN: Adversarial Representation Learning for Activity Recognition with Wearables Alireza Abedin Hamid Rezatofighi Damith C. Ranasinghe GAN 19 5 0 12 Oct 2021
A Spectral Enabled GAN for Time Series Data Generation Kaleb E. Smith Anthony O. Smith GAN 30 12 0 02 Mar 2021
MoSen: Activity Modelling in Multiple-Occupancy Smart Homes Yuting Zhan Hamed Haddadi 28 5 0 01 Jan 2021
Generic Semi-Supervised Adversarial Subject Translation for Sensor-Based Human Activity Recognition Elnaz Soleimani G. Khodabandelou A. Chibani Y. Amirat 33 1 0 11 Nov 2020
imdpGAN: Generating Private and Specific Data with Generative Adversarial Networks Saurabh Gupta Arun Balaji Buduru Ponnurangam Kumaraguru 12 3 0 29 Sep 2020
DYSAN: Dynamically sanitizing motion sensor data against sensitive inferences through adversarial networks Claude Rosin Ngueveu A. Boutet Carole Frindel Sébastien Gambs T. Jourdan Claude Rosin Ngueveu 30 27 0 23 Mar 2020
Controlled time series generation for automotive software-in-the-loop testing using GANs Dhasarathy Parthasarathy Karl Bäckström Jens Henriksson S. Einarsdóttir 13 12 0 16 Feb 2020
The future of statistical disclosure control Mark Elliot J. Domingo-Ferrer 14 11 0 21 Dec 2018
Learning Vine Copula Models For Synthetic Data Generation Yi Sun Alfredo Cuesta-Infante K. Veeramachaneni 19 39 0 04 Dec 2018
Coupled IGMM-GANs for deep multimodal anomaly detection in human mobility data Kathryn Gray Daniel Smolyak Sarkhan Badirli G. Mohler 13 20 0 08 Sep 2018
Airline Passenger Name Record Generation using Generative Adversarial Networks Alejandro Mottini Alix Lhéritier Rodrigo Acuna-Agost GAN 23 51 0 17 Jul 2018
Data Synthesis based on Generative Adversarial Networks Noseong Park Mahmoud Mohammadi Kshitij Gorde S. Jajodia Hongkyu Park Youngmin Kim 119 471 0 09 Jun 2018
Path Planning in Support of Smart Mobility Applications using Generative Adversarial Networks M. Mohammadi Ala I. Al-Fuqaha Jun-Seok Oh GAN 27 23 0 23 Apr 2018