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ORCIDAshwin Ramesh Babu
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2020 – today
- 2024
[c32]Soumyendu Sarkar, Avisek Naug, Ricardo Luna Gutierrez, Antonio Guillen, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Dejan Markovikj, Ashwin Ramesh Babu:
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time. AAAI 2024: 22322-22330- [c31]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour:
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning. AAAI 2024: 23829-23831 - [c30]Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Ashwin Ramesh Babu, Sajad Mousavi:
Sustainability of Data Center Digital Twins with Reinforcement Learning. AAAI 2024: 23832-23834 - [c29]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Zachariah Carmichael, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug:
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness. WACV 2024: 4406-4415 - [i16]Soumyendu Sarkar, Avisek Naug, Ricardo Luna Gutierrez, Antonio Guillen, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Dejan Markovikj, Ashwin Ramesh Babu:
Carbon Footprint Reduction for Sustainable Data Centers in Real-Time. CoRR abs/2403.14092 (2024) - [i15]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Avisek Naug, Sahand Ghorbanpour:
Robustness and Visual Explanation for Black Box Image, Video, and ECG Signal Classification with Reinforcement Learning. CoRR abs/2403.18985 (2024) - [i14]Soumyendu Sarkar, Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Ashwin Ramesh Babu, Sajad Mousavi:
Sustainability of Data Center Digital Twins with Reinforcement Learning. CoRR abs/2404.10786 (2024) - [i13]Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Avisek Naug, Alexandre Pichard, Mathieu Cocho:
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves. CoRR abs/2404.10991 (2024) - [i12]Avisek Naug, Antonio Guillen, Ricardo Luna Gutierrez, Vineet Gundecha, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar:
A Configurable Pythonic Data Center Model for Sustainable Cooling and ML Integration. CoRR abs/2404.12498 (2024) - [i11]Avisek Naug, Antonio Guillen, Ricardo Luna, Vineet Gundecha, Desik Rengarajan, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Soumyendu Sarkar:
SustainDC - Benchmarking for Sustainable Data Center Control. CoRR abs/2408.07841 (2024) - 2023
- [c28]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug:
Robustness with Black-Box Adversarial Attack using Reinforcement Learning. SafeAI@AAAI 2023 - [c27]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug:
Reinforcement Learning Based Black-Box Adversarial Attack for Robustness Improvement. CASE 2023: 1-8 - [c26]Soumyendu Sarkar, Avisek Naug, Antonio Guillen
, Ricardo Luna Gutierrez, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Vineet Gundecha:
Concurrent Carbon Footprint Reduction (C2FR) Reinforcement Learning Approach for Sustainable Data Center Digital Twin. CASE 2023: 1-8 - [c25]Alexander Shmakov, Avisek Naug, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Antonio Guillen, Soumyendu Sarkar:
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels. CASE 2023: 1-8 - [c24]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Antonio Guillen, Ricardo Luna Gutierrez, Avisek Naug:
Robustness with Query-efficient Adversarial Attack using Reinforcement Learning. CVPR Workshops 2023: 2330-2337 - [c23]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Sahand Ghorbanpour, Vineet Gundecha, Antonio Guillen, Ricardo Luna Gutierrez, Avisek Naug:
RL-CAM: Visual Explanations for Convolutional Networks using Reinforcement Learning. CVPR Workshops 2023: 3861-3869 - [c22]Ashish Jaiswal, Mohammad Zaki Zadeh, Aref Hebri, Ashwin Ramesh Babu, Fillia Makedon:
A Smart Sensor Suit (SSS) to Assess Cognitive and Physical Fatigue with Machine Learning. HCI (18) 2023: 120-134 - [c21]Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Avisek Naug, Alexandre Pichard, Mathieu Cocho:
Function Approximation for Reinforcement Learning Controller for Energy from Spread Waves. IJCAI 2023: 6201-6209 - [c20]Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Glenn Wylie, Fillia Makedon:
Detecting Cognitive Fatigue in Subjects with Traumatic Brain Injury from FMRI Scans Using Self-Supervised Learning. PETRA 2023: 83-90 - [c19]Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Sahand Ghorbanpour, Lekhapriya Dheeraj Kashyap, Dejan Markovikj, Lorenz Krause, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar:
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability. BuildSys@SenSys 2023: 232-235 - [i10]Avisek Naug, Antonio Guillen, Ricardo Luna Gutiérrez, Vineet Gundecha, Dejan Markovikj, Lekhapriya Dheeraj Kashyap, Lorenz Krause, Sahand Ghorbanpour, Sajad Mousavi, Ashwin Ramesh Babu, Soumyendu Sarkar:
PyDCM: Custom Data Center Models with Reinforcement Learning for Sustainability. CoRR abs/2310.03906 (2023) - [i9]Alexander Shmakov, Avisek Naug, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Ashwin Ramesh Babu, Antonio Guillen, Soumyendu Sarkar:
RTDK-BO: High Dimensional Bayesian Optimization with Reinforced Transformer Deep kernels. CoRR abs/2310.03912 (2023) - [i8]Soumyendu Sarkar, Ashwin Ramesh Babu, Sajad Mousavi, Zachariah Carmichael, Vineet Gundecha, Sahand Ghorbanpour, Ricardo Luna Gutierrez, Antonio Guillen, Avisek Naug:
Benchmark Generation Framework with Customizable Distortions for Image Classifier Robustness. CoRR abs/2310.18626 (2023) - [i7]Sajad Mousavi, Ricardo Luna Gutiérrez, Desik Rengarajan, Vineet Gundecha, Ashwin Ramesh Babu, Avisek Naug, Antonio Guillen, Soumyendu Sarkar:
N-Critics: Self-Refinement of Large Language Models with Ensemble of Critics. CoRR abs/2310.18679 (2023) - 2022
- [c18]Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour, Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard, Jonathan Fievez:
Multi-Agent Reinforcement Learning Controller to Maximize Energy Efficiency for Multi-Generator Industrial Wave Energy Converter. AAAI 2022: 12135-12144 - [c17]Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Alexandre Pichard, Mathieu Cocho:
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters. CASE 2022: 212-219 - [i6]Soumyendu Sarkar, Vineet Gundecha, Sahand Ghorbanpour, Alexander Shmakov, Ashwin Ramesh Babu, Alexandre Pichard, Mathieu Cocho:
Skip Training for Multi-Agent Reinforcement Learning Controller for Industrial Wave Energy Converters. CoRR abs/2209.05656 (2022) - 2021
- [c16]Krishna Chaitanya Kodur, Ashwin Ramesh Babu, Fillia Makedon:
Manifolk: A 3D t-SNE Visualizer. PETRA 2021: 107-108 - [c15]Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Morris Bell, Fillia Makedon:
Automated system to measure Tandem Gait to assess executive functions in children. PETRA 2021: 167-170 - [c14]Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Fillia Makedon:
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. PETRA 2021: 171-176 - [i5]Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Fillia Makedon, Glenn Wylie:
Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning. CoRR abs/2106.15009 (2021) - 2020
- [c13]Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Ashish Jaiswal, Alexis Lueckenhoff, Maria Kyrarini, Fillia Makedon:
A Multi-modal System to Assess Cognition in Children from their Physical Movements. ICMI 2020: 6-14 - [c12]Preetham Ganesh, Reza Etemadi Idgahi, Chinmaya Basavanahally Venkatesh, Ashwin Ramesh Babu, Maria Kyrarini:
Personalized system for human gym activity recognition using an RGB camera. PETRA 2020: 21:1-21:7 - [c11]Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Jason Bernard Lim, Maria Kyrarini, Glenn Wylie, Fillia Makedon:
Towards cognitive fatigue detection from functional magnetic resonance imaging data. PETRA 2020: 82:1-82:2 - [i4]Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Fillia Makedon:
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. CoRR abs/2008.11755 (2020) - [i3]Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Debapriya Banerjee, Fillia Makedon:
A Survey on Contrastive Self-supervised Learning. CoRR abs/2011.00362 (2020) - [i2]Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Morris Bell, Fillia Makedon:
Automated system to measure Tandem Gait to assess executive functions in children. CoRR abs/2012.08662 (2020)
2010 – 2019
- 2019
- [c10]Ashwin Ramesh Babu, Mohammad Zakizadeh, James Robert Brady, Diane Calderon, Fillia Makedon:
An Intelligent Action Recognition System to assess Cognitive Behavior for Executive Function Disorder. CASE 2019: 164-169 - [c9]Alex Dillhoff, Konstantinos Tsiakas, Ashwin Ramesh Babu, Mohammad Zakizadehghariehali, Benjamin Buchanan, Morris Bell, Vassilis Athitsos, Fillia Makedon:
An automated assessment system for embodied cognition in children: from motion data to executive functioning. iWOAR 2019: 9:1-9:6 - 2018
- [c8]Ali Sharifara, Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, Christopher Collander, Fillia Makedon:
A Robot-Based Cognitive Assessment Model Based on Visual Working Memory and Attention Level. HCI (7) 2018: 583-597 - [c7]Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, James Robert Brady, Fillia Makedon:
Multimodal approach for cognitive task performance prediction from body postures, facial expressions and EEG signal. MCPMD@ICMI 2018: 2 - [c6]Akilesh Rajavenkatanarayanan, Ashwin Ramesh Babu, Konstantinos Tsiakas, Fillia Makedon:
Monitoring task engagement using facial expressions and body postures. IWISC 2018: 103-108 - [c5]Srujana Gattupalli, Ashwin Ramesh Babu, James Robert Brady, Fillia Makedon, Vassilis Athitsos:
Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images. PETRA 2018: 31-37 - [c4]Michail Theofanidis, Joe Cloud, Ashwin Ramesh Babu, James Brady, Fillia Makedon:
A Human Robot Interaction Framework for Robotic Motor Skill Learning. PETRA 2018: 110-111 - [c3]Ashwin Ramesh Babu, Joe Cloud, Michail Theofanidis, Fillia Makedon:
Facial Expressions as a Modality for Fatigue detection in Robot based Rehabilitation. PETRA 2018: 112-113 - [i1]Srujana Gattupalli, Ashwin Ramesh Babu, James Robert Brady, Fillia Makedon, Vassilis Athitsos:
Towards Deep Learning based Hand Keypoints Detection for Rapid Sequential Movements from RGB Images. CoRR abs/1804.01174 (2018) - 2017
- [c2]Ashwin Ramesh Babu, Akilesh Rajavenkatanarayanan, Maher Abujelala, Fillia Makedon:
VoTrE: A Vocational Training and Evaluation System to Compare Training Approaches for the Workplace. HCI (10) 2017: 203-214 - 2016
- [c1]Akilesh Rajavenkatanarayanan, Yoga Vignesh Surathi, Ashwin Ramesh Babu, Michalis Papakostas:
MyoDrive: A new way of interacting with mobile devices. PETRA 2016: 18
Coauthor Index
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