Sandeep Gupta
Sandeep Gupta has 2 papers in our library, in 2026; often with Ayan Banerjee.
OpenAlex · h-index 0 · 6 works · 0 citations OpenAlex, 2026-10-14
Affiliations
Fields, topics and concepts
📚 Shelves 5The field of science this work belongs to (OpenAlex fields).Artificial Intelligence · 2 worksComputer Science · 2 worksComputer Vision and Pattern Recognition · 1 workControl and Systems Engineering · 1 workEngineering · 1 work
Works by year
2020s
Papers
- CANDICE: Agentic Causal Disentanglement with Class Conditional Knowledge Integration for Long Tailed Domain Generalization (2026)
Medical imaging classifiers must generalize across hospitals, scanners and patient groups (domain generalization, DG). They must also recognize rare pathologies (long-tailed recognition, LT). The authors argue these goals conflict: enforcing domain invariance tends to erase the fine-grained cues that rare classes need. - NITI: Neural Plan Concretization for Incremental Execution, Bridging and Trigger Inference from Underspecified Human Policies (2026)
The paper examines how to make large language models reliably execute abstract human policies, such as clinical guidelines.
Co-authors here
Venues
- Findings of the Association for Computational Linguistics ×2: Findings of the Association for Computational Linguistics 2026 ×2
Updated
This page in Markdown → https://md.research.elamur.ai/free/en/authors/sandeep-gupta/