Tobias Lorenz

4 papers · 2018–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (3) 🏃 Academic Marathon (7) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICML (2) CVPR (1) ICCV (1)

Top co-authors

Bernt Schiele (3) Alaa Anani (2) Mario Fritz (2) Martin Vechev (1) Mislav Balunovic (1) Anian Ruoss (1) Zeynep Akata (1) Gagandeep Singh (1) Yongqin Xian (1)

Keywords

zero-shot learning (1) adversarial robustness (1) knowledge transfer (1) formal verification (1) feature generation (1) semantic embedding (1) robustness certification (1) generative adversarial network (1) taylor approximation (1) 3d transformation (1) point cloud model (1)

Papers

Pixel-level Certified Explanations via Randomized Smoothing ICML 2025

Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing ICML 2024

Robustness Certification for Point Cloud Models ICCV 2021

Feature Generating Networks for Zero-Shot Learning CVPR 2018