Ashwin Ramesh Babu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 47

Top Topics

Reinforcement Learning

Top Venues

Publications

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 (2024)
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)
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 (2024)
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)
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 (2024)
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)
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 (2024)
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 (2024)
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)
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 (2023)
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)
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)
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)
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)
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 (2023)
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)
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)
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)
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)
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)
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 (2023)
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)
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 (2023)
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)
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)
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 (2022)
Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Maria Kyrarini, Fillia Makedon
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. PETRA (2021)
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)
Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Fillia Makedon, Glenn Wylie
Understanding Cognitive Fatigue from fMRI Scans with Self-supervised Learning. CoRR (2021)
Krishna Chaitanya Kodur, Ashwin Ramesh Babu, Fillia Makedon
Manifolk: A 3D t-SNE Visualizer. PETRA (2021)
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)
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)
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)
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 (2020)
Ashish Jaiswal, Ashwin Ramesh Babu, Mohammad Zaki Zadeh, Debapriya Banerjee, Fillia Makedon
A Survey on Contrastive Self-supervised Learning. CoRR (2020)
Mohammad Zaki Zadeh, Ashwin Ramesh Babu, Ashish Jaiswal, Fillia Makedon
Self-Supervised Human Activity Recognition by Augmenting Generative Adversarial Networks. CoRR (2020)
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)
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)
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 (2018)
Michail Theofanidis, Joe Cloud, Ashwin Ramesh Babu, James Brady, Fillia Makedon
A Human Robot Interaction Framework for Robotic Motor Skill Learning. PETRA (2018)
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)
Ashwin Ramesh Babu, Joe Cloud, Michail Theofanidis, Fillia Makedon
Facial Expressions as a Modality for Fatigue detection in Robot based Rehabilitation. PETRA (2018)
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)
Akilesh Rajavenkatanarayanan, Ashwin Ramesh Babu, Konstantinos Tsiakas, Fillia Makedon
Monitoring task engagement using facial expressions and body postures. IWISC (2018)
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)
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)
Akilesh Rajavenkatanarayanan, Yoga Vignesh Surathi, Ashwin Ramesh Babu, Michalis Papakostas
MyoDrive: A new way of interacting with mobile devices. PETRA (2016)