0000-0002-3298-314X About
Sonal Kumar received the M.Tech. degree in Computer Science and Engineering with a gold medal from the National Institute of Technology Patna, and a B.E. degree in Information Science and Engineering from VTU University. Currently, he is actively engaged in pursuing a Ph.D. in Computer Science and Engineering at the Indian Institute of Technology Guwahati. His research focus centers on the exploration of self-supervised techniques for Computer Vision and Deep Learning applications.
Employment
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Indian Institute of Technology Guwahati Research Scholar1995 - Present
Education
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Indian Institute of Technology Guwahati Ph.D.2020 - Present
Projects & Funding
Projects & funding information is unavailable.
Publications (12)
- A Fully Unsupervised Framework for Object Mask Labeling with the Self-supervised Vision Transformer Save
- C-LEAD: Contrastive Learning for Enhanced Adversarial Defense Save
- PLUM: A Prompt-Guided Lightweight Unified Model for Enhancement of Multidegraded Underwater Image Save
- Unsupervised Contrastive Refinement with Graph-Aware Multimodal Interaction for Radiology Report Generation Save
- River-GEM: Generating and Enhancing Muddy Water Images Save
- GraPix: Exploring Graph Modularity Optimization for Unsupervised Pixel Clustering Save
- Med-SeAM: Medical Context Aware Self-Supervised Learning Framework for Anomaly Classification in Knee MRI Save
- DatUS: Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer Save
- Data-driven Unsupervised Semantic Segmentation with Pre-trained Self-supervised Vision Transformer Save
- IPCL: ITERATIVE PSEUDO-SUPERVISED CONTRASTIVE LEARNING TO IMPROVE SELF-SUPERVISED FEATURE REPRESENTATION Save