conftrace_

Kai Xiao

2 papers · 2020–2022 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (14)

Conferences

ICLR (1) NIPS (1)

Top co-authors

Krishnamurthy (Dj) Dvijotham (1) Sven Gowal (1) Pengchuan Zhang (1) Greg Yang (1) Aleksander Madry (1) Borja Balle (1) Jamie Hayes (1) Ashish Kapoor (1) Vibhav Vineet (1) Pushmeet Kohli (1)

Keywords

computer vision (1) model debugging (1) robustness analysis (1) vulnerability discovery (1) model testing (1) photorealistic simulation (1)

Papers

3DB: A Framework for Debugging Computer Vision Models NIPS 2022 A FRAMEWORK FOR ROBUSTNESS CERTIFICATION OF SMOOTHED CLASSIFIERS USING F-DIVERGENCES ICLR 2020