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← Authors

Saikat Dutta

4 papers · 2023–2025 · 4 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (4) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

CVPR (1) ICLR (1) ICML (1) UAI (1)

Top co-authors

Mayur Naik (2) Eric Wong (1) Ziyang Li (1) Biplab Banerjee (1) Shubhranil B (1) Vaibhav Rathore (1) Zixin Huang (1) Jason Liu (1) Zsolt Kira (1) Sasa Misailovic (1)

Keywords

representation learning (1) domain generalization (1) category discovery (1) execution time (1) inference algorithm (1) probabilistic program (1) noise model (1) task arithmetic (1) episodic training (1) open-set domain adaptation (1) posterior prediction (1) robustness transformation (1)

Papers

When Domain Generalization meets Generalized Category Discovery: An Adaptive Task-Arithmetic Driven Approach CVPR 2025 IRIS: LLM-Assisted Static Analysis for Detecting Security Vulnerabilities ICLR 2025 DOLPHIN: A Programmable Framework for Scalable Neurosymbolic Learning ICML 2025 ASTRA: Understanding the practical impact of robustness for probabilistic programs UAI 2023