Tobias Lorenz

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

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Achievements

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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze 🐣 Hot Topic Early Bird 🏆 Keyword Champion (2)

Venues

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)

Research topics

Artificial Intelligence (4) Core AI (3) Machine Learning (2) Computer Science (1) Computer Vision (1) Deep Learning (1) Analysis (1) Applications (1) Core Methods (1) Learning Paradigms (1) Learning Types (1) Models (1)

Keywords

randomized smoothing (2) certification (2) segmentation (2) knowledge transfer (1) formal verification (1) feature generation (1) semantic embedding (1) robustness certification (1) generative adversarial network (1) taylor approximation (1) point-cloud model (1) 3d transformation (1) faithfulness (1) abstain rate (1) certified information gain (1) hierarchical certification (1) zero-shot learning (1) pixel-level attribution (1) adversarial robustness (1) robustness (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