Ashwin Ramesh Babu
Orcid: 0000-0002-4131-7659
According to our database1,
Ashwin Ramesh Babu
authored at least 38 papers
between 2016 and 2024.
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Bibliography
2024
A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration.
CoRR, 2024
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning.
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
CoRR, 2023
Proceedings of the 10th ACM International Conference on Systems for Energy-Efficient Buildings, 2023
Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning.
Proceedings of the 16th International Conference on PErvasive Technologies Related to Assistive Environments, 2023
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves.
Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023
A Smart Sensor Suit (SSS) to Assess Cognitive and Physical Fatigue with Machine Learning.
Proceedings of the Digital Human Modeling and Applications in Health, Safety, Ergonomics and Risk Management, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
Reinforcement Learning Based Black-Box Adversarial Attack for Robustness Improvement.
Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023
Proceedings of the Workshop on Artificial Intelligence Safety 2023 (SafeAI 2023) co-located with the Thirty-Seventh AAAI Conference on Artificial Intelligence (AAAI 2023), 2023
2022
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters.
Proceedings of the 18th IEEE International Conference on Automation Science and Engineering, 2022
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter.
Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022
2021
CoRR, 2021
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks.
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
Proceedings of the PETRA '21: The 14th PErvasive Technologies Related to Assistive Environments Conference, Virtual Event, Greece, 29 June, 2021
2020
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks.
CoRR, 2020
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Proceedings of the PETRA '20: The 13th PErvasive Technologies Related to Assistive Environments Conference, Corfu, Greece, June 30, 2020
Proceedings of the ICMI '20: International Conference on Multimodal Interaction, 2020
2019
An automated assessment system for embodied cognition in children: from motion data to executive functioning.
Proceedings of the 6th international Workshop on Sensor-based Activity Recognition and Interaction, 2019
An Intelligent Action Recognition System to assess Cognitive Behavior for Executive Function Disorder.
Proceedings of the 15th IEEE International Conference on Automation Science and Engineering, 2019
2018
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Facial Expressions as a Modality for Fatigue detection in Robot based Rehabilitation.
Proceedings of the 11th PErvasive Technologies Related to Assistive Environments Conference, 2018
Proceedings of the 3rd International Workshop on Interactive and Spatial Computing, 2018
Multimodal approach for cognitive task performance prediction from body postures, facial expressions and EEG signal.
Proceedings of the Workshop on Modeling Cognitive Processes from Multimodal Data, 2018
A Robot-Based Cognitive Assessment Model Based on Visual Working Memory and Attention Level.
Proceedings of the Universal Access in Human-Computer Interaction. Methods, Technologies, and Users, 2018
2017
VoTrE: A Vocational Training and Evaluation System to Compare Training Approaches for the Workplace.
Proceedings of the Virtual, Augmented and Mixed Reality, 2017
2016
Proceedings of the 9th ACM International Conference on PErvasive Technologies Related to Assistive Environments, 2016