Gaurav Kumar Nayak
Scholar

Gaurav Kumar Nayak

Google Scholar ID: cLCeKTkAAAAJ
Assistant Professor, IIT Roorkee
Machine LearningDeep Learning for Computer VisionData-efficient deep learningGenerative AI
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Citations & Impact
All-time
Citations
723
 
H-index
9
 
i10-index
9
 
Publications
20
 
Co-authors
0
 
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Publications
5 items
SIDiffAgent: Self-Improving Diffusion Agent
2026
Cited
0
Minimizing Layerwise Activation Norm Improves Generalization in Federated Learning
2025
Cited
0
Open-DeBias: Toward Mitigating Open-Set Bias in Language Models
2025
Cited
0
MGD$^3$: Mode-Guided Dataset Distillation using Diffusion Models
2025
Cited
0
Adaptive Self-Distillation for Minimizing Client Drift in Heterogeneous Federated Learning
Trans. Mach. Learn. Res. · 2023
Cited
1
Resume (English only)
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Co-authors: 0 (list not available)