Dengel, Andreas

22 publications

TMLR 2026 PRISM: Diversifying Dataset Distillation by Decoupling Architectural Priors Brian Bernhard Moser, Shalini Sarode, Federico Raue, Stanislav Frolov, Krzysztof Adamkiewicz, Arundhati Shanbhag, Joachim Folz, Tobias Christian Nauen, Andreas Dengel

TMLR 2026 Unifying VXAI: A Systematic Review and Framework for the Evaluation of Explainable AI David Dembinsky, Adriano Lucieri, Stanislav Frolov, Hiba Najjar, Ko Watanabe, Andreas Dengel

MLJ 2025 Addressing Data Dependency in Neural Networks: Introducing the Knowledge Enhanced Neural Network (KENN) for Time Series Forecasting + Muhammad Ali Chattha, Muhammad Imran Malik, Andreas Dengel, Sheraz Ahmed

WACV 2025 Dynamic Attention-Guided Diffusion for Image Super-Resolution Brian B. Moser, Stanislav Frolov, Federico Raue, Sebastian Palacio, Andreas Dengel

MLJ 2025 Multi-Modal Co-Learning for Earth Observation: Enhancing Single-Modality Models via Modality Collaboration Francisco Alejandro Mena, Dino Ienco, Cássio Fraga Dantas, Roberto Interdonato, Andreas Dengel

WACV 2025 SpotDiffusion: A Fast Approach for Seamless Panorama Generation over Time Stanislav Frolov, Brian B. Moser, Andreas Dengel

CVPR 2025 TKG-DM: Training-Free Chroma Key Content Generation Diffusion Model Ryugo Morita, Stanislav Frolov, Brian Bernhard Moser, Takahiro Shirakawa, Ko Watanabe, Andreas Dengel, Jinjia Zhou

NeurIPS 2025 Unlocking Dataset Distillation with Diffusion Models Brian Bernhard Moser, Federico Raue, Sebastian Palacio, Stanislav Frolov, Andreas Dengel

WACV 2025 Which Transformer to Favor: A Comparative Analysis of Efficiency in Vision Transformers Tobias Christian Nauen, Sebastian Palacio, Federico Raue, Andreas Dengel

WACV 2024 SphereCraft: A Dataset for Spherical Keypoint Detection, Matching and Camera Pose Estimation Christiano Gava, Yunmin Cho, Federico Raue, Sebastian Palacio, Alain Pagani, Andreas Dengel

CVPR 2023 Localized Semantic Feature Mixers for Efficient Pedestrian Detection in Autonomous Driving Abdul Hannan Khan, Mohammed Shariq Nawaz, Andreas Dengel

CVPRW 2023 SphereGlue: Learning Keypoint Matching on High Resolution Spherical Images Christiano Couto Gava, Vishal Mukunda, Tewodros Habtegebrial, Federico Raue, Sebastian Palacio, Andreas Dengel

CVPRW 2022 Less Is More: Proxy Datasets in NAS Approaches Brian B. Moser, Federico Raue, Jörn Hees, Andreas Dengel

AAAI 2022 Search and Learn: Improving Semantic Coverage for Data-to-Text Generation Shailza Jolly, Zi Xuan Zhang, Andreas Dengel, Lili Mou

WACV 2022 Self-Supervised Test-Time Adaptation on Video Data Fatemeh Azimi, Sebastian Palacio, Federico Raue, Jörn Hees, Luca Bertinetto, Andreas Dengel

ICCVW 2021 XAI Handbook: Towards a Unified Framework for Explainable AI Sebastian Palacio, Adriano Lucieri, Mohsin Munir, Sheraz Ahmed, Jörn Hees, Andreas Dengel

WACV 2020 Adversarial Defense Based on Structure-to-Signal Autoencoders Sebastian Palacio, Joachim Folz, Jorn Hees, Andreas Dengel

ICLR 2020 TSInsight: A Local-Global Attribution Framework for Interpretability in Time-Series Data Shoaib Ahmed Siddiqui, Dominique Mercier, Andreas Dengel, Sheraz Ahmed

JAIR 2018 Symbol Grounding Association in Multimodal Sequences with Missing Elements Federico Raue, Andreas Dengel, Thomas M. Breuel, Marcus Liwicki

MLJ 2012 Meta-Learning for Evolutionary Parameter Optimization of Classifiers Matthias Reif, Faisal Shafait, Andreas Dengel

ECML-PKDD 2002 Collaborative Learning of Term-Based Concepts for Automatic Query Expansion Stefan Klink, Armin Hust, Markus Junker, Andreas Dengel

IJCAI 1989 ANASTASIL: A Hybrid Knowledge-Based System for Document Layout Analysis Andreas Dengel, Gerhard Barth