Tobias Lorenz

15 papers A* 4Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Certified Circuits: Stability Guarantees for Mechanistic Circuits.
CoRR
Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz, Jonas Fischer
2026 J jnl
Scalable Delphi: Large Language Models for Structured Risk Estimation.
CoRR
Tobias Lorenz, Mario Fritz
2025 A* conf
Pixel-level Certified Explanations via Randomized Smoothing.
ICML
Alaa Anani, Tobias Lorenz, Mario Fritz, Bernt Schiele
2025 J jnl
Pixel-level Certified Explanations via Randomized Smoothing.
CoRR
Alaa Anani, Tobias Lorenz, Mario Fritz, Bernt Schiele
2024 A* conf
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing.
ICML
Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz
2024 J jnl
Adaptive Hierarchical Certification for Segmentation using Randomized Smoothing.
CoRR
Alaa Anani, Tobias Lorenz, Bernt Schiele, Mario Fritz
2024 J jnl
BiCert: A Bilinear Mixed Integer Programming Formulation for Precise Certified Bounds Against Data Poisoning Attacks.
CoRR
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
2024 — conf
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks.
GCPR (1)
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
2024 J jnl
FullCert: Deterministic End-to-End Certification for Training and Inference of Neural Networks.
CoRR
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
2023 — conf
Certifiers Make Neural Networks Vulnerable to Availability Attacks.
AISec@CCS
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
2021 J jnl
Backdoor Attacks on Network Certification via Data Poisoning.
CoRR
Tobias Lorenz, Marta Kwiatkowska, Mario Fritz
2021 A* conf
Robustness Certification for Point Cloud Models.
ICCV
Tobias Lorenz, Anian Ruoss, Mislav Balunovic, Gagandeep Singh, Martin T. Vechev
2021 J jnl
Robustness Certification for Point Cloud Models.
CoRR
Tobias Lorenz, Anian Ruoss, Mislav Balunovic, Gagandeep Singh, Martin T. Vechev
2018 A* conf
Feature Generating Networks for Zero-Shot Learning.
CVPR
Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata
2017 J jnl
Feature Generating Networks for Zero-Shot Learning.
CoRR
Yongqin Xian, Tobias Lorenz, Bernt Schiele, Zeynep Akata