Niall Lyons

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 8

Top Topics

Incremental Learning

Human Activity Recognition

Top Venues

Publications

Niall Lyons, Avik Santra, Vikram Kumar Ramanna, Kiran Uln, Rakesh Taori, Ashutosh Pandey
WIFIACT: Enhancing Human Sensing Through Environment Robust Preprocessing And Bayesian Self-Supervised Learning. ICASSP (2024)
Arnab Neelim Mazumder, Niall Lyons, Ashutosh Pandey, Avik Santra, Tinoosh Mohsenin
Harnessing the Power of Explanations for Incremental Training: A LIME-Based Approach. EUSIPCO (2023)
Arnab Neelim Mazumder, Niall Lyons, Anand Dubey, Ashutosh Pandey, Avik Santra
XAI-Increment: A Novel Approach Leveraging LIME Explanations for Improved Incremental Learning. CoRR (2022)
Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey
XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. CoRR (2022)
Anand Dubey, Niall Lyons, Avik Santra, Ashutosh Pandey
XAI-BayesHAR: A novel Framework for Human Activity Recognition with Integrated Uncertainty and Shapely Values. ICMLA (2022)
Aidan Smyth, Niall Lyons, Ted Wada, Robert Zopf, Ashutosh Pandey, Avik Santra
Robust Representations for Keyword Spotting Systems. ICPR (2022)
Niall Lyons, Avik Santra, Ashutosh Pandey
Improved Deep Representation Learning for Human Activity Recognition using IMU Sensors. ICMLA (2021)
Edward Meade, Emma O'Keeffe, Niall Lyons, Dean Lynch, Murat Yilmaz, Ulas Güleç, Rory V. O'Connor, Paul M. Clarke
The Changing Role of the Software Engineer. EuroSPI (2019)