Shree Singhi
Secretary, DSG IIT Roorkee
Education
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B.Tech, Data Science and Artificial Intelligence, IIT Roorkee (2022–2026)
Research Interests
- Generative AI
- Self-Supervised Vision Models
- Explainable AI
Publications
- Singhi, S., Kumari A. Strengthening Interpretability: An Investigative Study of Integrated Gradient Methods. TMLR 2025
- Swain, S., Singhi S. Riemann Sum Optimization for Accurate Integrated Gradients Computation. NeurIPS 2024 Workshop
- Singhi, S.*, Yadav, A.*, Gupta, A. Ebrahimi S., & Hassanizadeh P. Provenance Detection for AI-Generated Images: Combining Perceptual Hashing, Homomorphic Encryption, and AI Detection Models.* Under Review
- Puniani, C., Sinha, A., Singhi, S., Yadav, A. Impact of Language Guidance: A Reproducibility Study Under Review