Scholar
Prajwal Singh
Google Scholar ID: w5GbFHIAAAAJ
PhD Scholar, IIT Gandhinagar
Citations & Impact
Citations
142
H-index
4
i10-index
2
Publications
14
Co-authors
12
list available
Publications
Resume (English only)
Academic Achievements
- Paper: Dynamic Vision from EEG Brain Recordings, How much does EEG know?
- Paper: Incremental Multi-Scene Modeling via Continual Neural Graphics Primitives
- Paper: BloomCoreset: Fast Coreset Sampling using Bloom Filters for Fine-Grained Self-Supervised Learning
- Paper: Search Me Knot, Render Me Knot: Embedding Search and Differentiable Rendering of Knots in 3D
- Paper: Learning Robust Deep Visual Representations from EEG Brain Recordings
- Paper: Hand Shadow Art: A Differentiable Rendering Perspective - Best Poster Award
- Paper: TreeGCN-ED: Encoding Point Cloud using a Tree-Structured Graph Network
Research Experience
- Involved in multiple research projects including dynamic visual information encoding from EEG signals, multi-scene modeling, efficient subset sampling methods, and 3D knot structure design.
Education
- Ph.D. in Computer Science, IIT Gandhinagar, India, Advisor: Prof. Shanmuganathan Raman
Background
- Research interests include 3D computer vision, generative networks, graph neural networks, representation learning, and brain-computer interface (BCI). Currently pursuing a Ph.D. in Computer Science at IIT Gandhinagar, India.
