Scholar

Dr. Siladittya Manna

Google Scholar ID: 6V9sqi0AAAAJ

Hong Kong Baptist University

Self-Supervised LearningFederated LearningDeep LearningComputer VisionMedical Image Analysis

Citations & Impact

All-time

Citations

154

H-index

i10-index

Publications

Co-authors

list available

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Publications

14 items

Browse publications on Google Scholar (top-right) ↗

Resume (English only)

Academic Achievements

2025: 'Dynamically Scaled Temperature in Self-Supervised Contrastive Learning' published in IEEE Transactions on Artificial Intelligence
2025: 'Decorrelation-Based Self-Supervised Visual Representation Learning for Writer Identification' published in ACM Transactions on Asian and Low-Resource Language Information Processing
2024: 'Correlation Weighted Prototype-based Self-Supervised One-Shot Segmentation of Medical Images' presented at ICPR
2024: Comprehensive survey 'Self-Supervised Visual Representation Learning for Medical Image Analysis' published in Transactions on Machine Learning Research
2023: 'Self-supervised representation learning for knee injury diagnosis from magnetic resonance data' published in IEEE Transactions on Artificial Intelligence
2022: 'Self-supervised representation learning for detection of ACL tear injury in knee MR videos' published in Pattern Recognition Letters
Other publications include arXiv preprint 'MIO: Mutual Information Optimization using Self-Supervised Binary Contrastive Learning' and 'PLSM: A Parallelized Liquid State Machine for Unintentional Action Detection' in IEEE Transactions on Emerging Topics in Computing

Co-authors

12 total