Papers citing "Inspect, Understand, Overcome: A Survey of Practical Methods for AI Safety"

20 / 20 papers shown

Title
OpenViGA: Video Generation for Automotive Driving Scenes by Streamlining and Fine-Tuning Open Source Models with Public Data Björn Möller Zhengyang Li Malte Stelzer Thomas Graave Fabian Bettels Muaaz Ataya Tim Fingscheidt VGen 18 0 0 18 Sep 2025
Towards Adversarial Robustness of Model-Level Mixture-of-Experts Architectures for Semantic Segmentation Svetlana Pavlitska Enrico Eisen J. Marius Zöllner AAML UQCV MoE 224 2 0 16 Dec 2024
Criteria for Uncertainty-based Corner Cases Detection in Instance Segmentation Florian Heidecker A. El-khateeb Maarten Bieshaar Bernhard Sick 108 0 0 17 Apr 2024
Conditioning Latent-Space Clusters for Real-World Anomaly Classification Daniel Bogdoll Svetlana Pavlitska Simon Klaus J. Marius Zöllner DRL 101 1 0 18 Sep 2023
SURE-Val: Safe Urban Relevance Extension and Validation Kai Storms Kent Mori S. Peters 79 3 0 04 Aug 2023
A Close Look into the Calibration of Pre-trained Language Models Yangyi Chen Lifan Yuan Ganqu Cui Zhiyuan Liu Heng Ji 243 55 0 31 Oct 2022
Space, Time, and Interaction: A Taxonomy of Corner Cases in Trajectory Datasets for Automated Driving Kevin Rösch Florian Heidecker Julian Truetsch K. Kowol Clemens Schicktanz Maarten Bieshaar Bernhard Sick Christoph Stiller 78 9 0 17 Oct 2022
Safe Perception -- A Hierarchical Monitor Approach Cornelius Bürkle Fabian Oboril Johannes Burr Kay-Ulrich Scholl 174 6 0 01 Aug 2022
A Survey on Uncertainty Toolkits for Deep Learning Maximilian Pintz Joachim Sicking Maximilian Poretschkin Maram Akila ELM 129 6 0 02 May 2022
Tailored Uncertainty Estimation for Deep Learning Systems Joachim Sicking Maram Akila Jan David Schneider Fabian Hüger Peter Schlicht Tim Wirtz Stefan Wrobel UQCV 102 2 0 29 Apr 2022
SynWoodScape: Synthetic Surround-view Fisheye Camera Dataset for Autonomous Driving A. Sekkat Y. Dupuis V. Kumar Hazem Rashed S. Yogamani Pascal Vasseur P. Honeine 237 56 0 09 Mar 2022
Unaligned but Safe -- Formally Compensating Performance Limitations for Imprecise 2D Object Detection Tobias Schuster Emmanouil Seferis Simon Burton Chih-Hong Cheng 116 6 0 10 Feb 2022
LiMoSeg: Real-time Bird's Eye View based LiDAR Motion Segmentation S. Mohapatra Mona Hodaei S. Yogamani Stefan Milz H. Gotzig Martin Simon Hazem Rashed Patrick Mäder 132 31 0 08 Nov 2021
Adversarial Attacks on Multi-task Visual Perception for Autonomous Driving Ibrahim Sobh Ahmed Hamed V. Kumar S. Yogamani AAML 140 24 0 15 Jul 2021
The Care Label Concept: A Certification Suite for Trustworthy and Resource-Aware Machine Learning K. Morik Helena Kotthaus Lukas Heppe Danny Heinrich Raphael Fischer Andrea Pauly Nico Piatkowski 134 4 0 01 Jun 2021
An Online Learning System for Wireless Charging Alignment using Surround-view Fisheye Cameras Ashok Dahal V. Kumar S. Yogamani Ciarán Eising 230 13 0 26 May 2021
Yes We Care! -- Certification for Machine Learning Methods through the Care Label Framework K. Morik Helena Kotthaus Raphael Fischer Sascha Mucke Matthias Jakobs Nico Piatkowski Andrea Pauly Lukas Heppe Danny Heinrich 101 12 0 21 May 2021
Out-of-distribution Detection and Generation using Soft Brownian Offset Sampling and Autoencoders Felix Möller Diego Botache Denis Huseljic Florian Heidecker Maarten Bieshaar Bernhard Sick OODD 186 26 0 04 May 2021
Thieves on Sesame Street! Model Extraction of BERT-based APIs Kalpesh Krishna Gaurav Singh Tomar Ankur P. Parikh Nicolas Papernot Mohit Iyyer MIACV MLAU 300 213 0 27 Oct 2019
"Why Should I Trust You?": Explaining the Predictions of Any Classifier Marco Tulio Ribeiro Sameer Singh Carlos Guestrin FAtt FaML 1.6K 18,223 0 16 Feb 2016