Balasubramanian Raman
Scholar

Balasubramanian Raman

Google Scholar ID: QU2O6JMAAAAJ
Professor (HAG) & Head of Computer Science & Engg and iHUB Divyasampark Chair Professor, IIT Roorkee
Computer VisionImage ProcessingArtificial IntelligenceMachine LearningDeep Learning
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Citations & Impact
All-time
Citations
10,841
 
H-index
51
 
i10-index
193
 
Publications
20
 
Co-authors
173
list available
Publications
11 items
PLSP (Pre-hoc Liminal Space Profiling): OOD Prediction over Detection -- An Anticipatory Approach for Machine Learning Model Reliability
2026
Cited
0
GAViD: A Large-Scale Multimodal Dataset for Context-Aware Group Affect Recognition from Videos
2026
Cited
0
The Universe Learning Itself: On the Evolution of Dynamics from the Big Bang to Machine Intelligence
2025
Cited
0
Echo State Networks as State-Space Models: A Systems Perspective
2025
Cited
0
Frozen in Time: Parameter-Efficient Time Series Transformers via Reservoir-Induced Feature Expansion and Fixed Random Dynamics
2025
Cited
0
HypER: Hyperbolic Echo State Networks for Capturing Stretch-and-Fold Dynamics in Chaotic Flows
2025
Cited
0
Contraction, Criticality, and Capacity: A Dynamical-Systems Perspective on Echo-State Networks
2025
Cited
0
Dynamics and Computational Principles of Echo State Networks: A Mathematical Perspective
2025
Cited
0
Co-authors
6 total
Subrahmanyam Murala
Subrahmanyam Murala
Associate Professor, CVPR Lab, SCSS, Trinity College Dublin, Ireland
Partha Pratim Roy, Fellow IETE
Partha Pratim Roy, Fellow IETE
Professor of Computer Science & Engineering, Indian Institute of Technology, (ISM), Dhanbad
Priyanka Singh
Priyanka Singh
Lecturer of Cyber Security, University of Queensland
Himanshu Buckchash
Himanshu Buckchash
University of Applied Sciences Krems, Austria
Anjali Gautam
Anjali Gautam
Assistant Professor, Indian Institute of Information Technology Allahabad
Debashis Sen
Debashis Sen
Department of Electronics and Electrical Communication Engineering, Indian Institute of Technology