Best Paper

Will be determined out of all papers (long and short orals) during the workshop.

Long Oral + Poster

ID 8: Reliable Trajectory Prediction and Uncertainty Quantification with Conditioned Diffusion Models

• Marion Neumeier (Technische Hochschule Ingolstadt)

• Sebastian Dorn (Technical University of Applied Sciences Augsburg)

• Michael Botsch (Technische Hochschule Ingolstadt)

• Wolfgang Utschick (Technische Universität München)

ID 11: Hinge-Wasserstein: Estimating Multimodal Aleatoric Uncertainty in Regression Tasks

• Ziliang Xiong (Linköping University)

• Arvi Jonnarth (Linköping University)

• Abdelrahman Eldesokey (KAUST)

• Joakim Johnander (Linköping University)

• Bastian Wandt (Linköping University)

• Per-Erik Forssén (Linköping University)

ID 17: Towards 100x faster Randomized Smoothing: exploring the trade-off between sample budget and Certified Radius

• Emmanouil Seferis (Fraunhofer IKS)

• Stefanos Kollias (NTUA)

• Chih-Hong Cheng (Chalmers University)

ID 21: The Penalized Inverse Probability Measure for Conformal Classification

• Paul Melki (EXXACT Robotics + IMS, CNRS, University of Bordeaux)

• Lionel Bombrun (IMS Bordeaux)

• Boubacar Diallo (Exxact Robotics)

• jérôme dias (Exxact Robotics)

• Jean-Pierre Da Costa (University of Bordeaux)

ID 22: Run-time Monitoring of 3D Object Detection in Automated Driving Systems Using Early Layer Neural Activation Patterns

• Hakan Y Yatbaz (University of Warwick)

• Mehrdad Dianati (University of Warwick)

• Konstantinos Koufos (University of Warwick)

• Roger Woodman (University of Warwick)

Short Oral + Poster 

ID 2: Look, Listen, and Attack: Backdoor Attacks Against Video Action Recognition

• Hasan Abed Al Kader Hammoud (King Abdullah University of Science and Technology )

• Shuming Liu (KAUST)

• Mohammed Alkhrashi (SDAIA)

• Fahad FA Albalawi (SDAIA)

• Bernard Ghanem (KAUST)

ID 5: Understanding ReLU Network Robustness Through Test Set Certification Performance

• Nicola Franco (Fraunhofer IKS)

• Jeanette M Lorenz (Fraunhofer Institute for Cognitive Systems IKS)

• Karsten Roscher (Fraunhofer IKS)

• Stephan Guennemann (TU Munich)

ID 12: AdvDenoise: Fast Generation Framework of Universal and Robust Adversarial Patches Using Denoise

• Jing Li (Tsinghua University)

• Zigan Wang (Tsinghua University)

• Jinliang Li (Tsinghua University)

ID 14: Understanding the (Extra-)Ordinary: Validating Deep Model Decisions with Prototypical Concept-based Explanations

• Maximilian Dreyer (Fraunhofer HHI)

• Reduan Achtibat (Fraunhofer HHI)

• Wojciech Samek (Fraunhofer HHI)

• Sebastian Lapuschkin (Fraunhofer Heinrich Hertz Institute)

ID 20: Situation Monitor: Zero-Shot Out-of-Distribution Detection based on Diversity based Budding Ensemble Architecture for Object Detection

• Qutub Syed (INTEL LABS)

• Michael Paulitsch (Intel)

• Korbinian Hagn (Intel)

• Neslihan Kose Cihangir (Intel Deutschland GmbH)

• Kay-Ulrich Scholl (Intel Labs)

• Fabian Oboril (Intel)

• Gereon Hinz (STTech GmbH)

• Alois C. Knoll (Robotics and Embedded Systems)

ID 25: Reactive Model Correction: Mitigating Harm to Task-Relevant Features via Conditional Bias Suppression

• Dilyara Bareeva (Fraunhofer HHI)

• Maximilian Dreyer (Fraunhofer HHI)

• Frederik Pahde (Fraunhofer Heinrich Hertz Institute)

• Wojciech Samek (Fraunhofer HHI)

• Sebastian Lapuschkin (Fraunhofer Heinrich Hertz Institute)

ID 26: Investigating Calibration and Corruption Robustness of Post-hoc Pruned Perception CNNs: An Image Classification Benchmark Study

• Pallavi Mitra (Continental AG )

• Gesina Schwalbe (University of Lübeck)

• Nadja Klein (Trustworthy Data Science and Security (UA Ruhr) Department of Statistics (Technische Universität Dortmund))

ID 27: Towards Weakly-Supervised Domain Adaptation for Lane Detection

• Jingxing Zhou (Porsche Engineering Group GmbH)

• Chongzhe Zhang (University of Stuttgart)

• Jürgen Beyerer (Fraunhofer IOSB)

ID 29: Towards Engineered Safe AI with Modular Concept Models

• Lena Heidemann (Fraunhofer IKS)

• Iwo V Kurzidem (Fraunhofer Institute for Cognitive Systems IKS)

• Maureen Monnet (Fraunhofer IKS)

• Karsten Roscher (Fraunhofer IKS)

• Stephan Günnemann (Technical University of Munich)

ID 30: Conformal Semantic Image Segmentation: Post-hoc quantification of predictive uncertainty

• Luca Mossina (IRT Saint Exupéry)

• Joseba Dalmau (IRT Saint-Exupéry)

• Léo Andéol (Institut de Mathématiques de Toulouse)

ID 31: A Comprehensive Analysis of Factors Impacting Membership Inference

• Daniel deAlcala (Universidad Autónoma de Madrid)

• Gonzalo Mancera (Universidad Autónoma de Madrid)

• Aythami Morales (Universidad Autonoma de Madrid)

• Julian Fierrez (Universidad Autonoma de Madrid)

• Ruben Tolosana (Universidad Autonoma de Madrid)

• Javier Ortega-Garcia (Universidad Autónoma de Madrid)

ID 35: Exploiting CLIP Self-Consistency to Automate Image Augmentation for Safety Critical Scenarios

• Sujan Sai Gannamaneni (Fraunhofer IAIS)

• Frederic Klein (University of Bonn)

• Michael Mock (Fraunhofer IAIS)

• Maram Akila (Fraunhofer IAIS)