Prakhar Kaushik
Scholar

Prakhar Kaushik

Google Scholar ID: GXJRSLQAAAAJ
Johns Hopkins University
Cognitive-Inspired AIMachine LearningComputer Vision3D VisionSignal Processing
Citations & Impact
All-time
Citations
163
 
H-index
5
 
i10-index
4
 
Publications
18
 
Co-authors
6
list available
Resume (English only)
Background
  • Final-year Computer Science PhD Candidate at Johns Hopkins University
  • AI and computational cognitive researcher bridging cognitive science, machine learning, and computer vision
  • Current research focuses on 3D analysis by synthesis, 3D part models, interpretability, model merging, and efficient/constrained learning of generative models (2D/3D/4D and LLMs/VLMs)
  • Past work includes unsupervised learning, 3D generative models, continual learning, domain adaptation, and model robustness
  • Currently working on part-based 3D object representation and completion, image-to-3D generative modeling, and lifelong learning for internet-scale large vision-language models