PPaperPicks

Rainer Stiefelhagen

Karlsruhe Institute of Technology, Germany

36 papers at tracked venues · 17 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0001-8046-4945 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×5NeurIPS ×5CVPR ×4ECCV ×4AAAI ×3ICCV ×2ICDAR ×2ICRA ×2IROS ×2ACM MM ×1ASSETS ×1CHI ×1EMNLP ×1ICLR ×1IUI ×1WACV ×1

Frequent coauthors

Jiaming Zhang
×17
Kunyu Peng
×16
Yufan Chen
×12
Ruiping Liu
×12
Junwei Zheng
×12
Kailun Yang
×12
Jens Kleesiek
×7
Alexander Jaus
×7
Alina Roitberg
×7
Zdravko Marinov
×6
Simon Reiß
×6
Di Wen
×6

Papers

  1. HybriDLA: Hybrid Generation for Document Layout Analysis
    AAAI 2026 ·
    Yufan Chen
    ,
    Omar Moured
    ,
    Ruiping Liu
    ,
    Junwei Zheng
    ,
    Kunyu Peng
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  2. @BENCH: Benchmarking Vision-Language Models for Human-centered Assistive Technology
    WACV 2025 ·
    Xin Jiang
    ,
    Junwei Zheng
    ,
    Ruiping Liu
    ,
    Jiahang Li
    ,
    Jiaming Zhang
    ,
    Sven Matthiesen
    , Rainer Stiefelhagen
  3. A Low-Fidelity Prototyping Method for Blind Users: A Case Study on Designing Two-Dimensional Tactile Displays
    ASSETS 2025 ·
    Sara Alzalabny
    ,
    Karin Müller
    ,
    Kathrin Gerling
    ,
    Thorsten Schwarz
    ,
    Bastian E. Rapp
    , Rainer Stiefelhagen
  4. DishDetect: What's on my plate? - Co-Designing A Mobile App for Clockwise Food Description
    CHI 2025 ·
    Kedi Ying
    ,
    Mingzhe Tao
    ,
    Ruize Dai
    ,
    Ruiping Liu
    ,
    Karin Müller
    ,
    Gerhard Jaworek
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  5. Enforcing Anatomical Symmetry with Euclidean Distance Transforms for Low-Field MRI Bilateral Structure Segmentation
    MICCAI 2025 ·
    Zdravko Marinov
    ,
    Jens Kleesiek
    , Rainer Stiefelhagen
  6. Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks
    AAAI 2025 ·
    Alexander Jaus
    ,
    Constantin Marc Seibold
    ,
    Simon Reiß
    ,
    Zdravko Marinov
    ,
    Keyi Li
    ,
    Zeling Ye
    ,
    Stefan Krieg
    ,
    Jens Kleesiek
    , Rainer Stiefelhagen
  7. Graph-based Document Structure Analysis
    ICLR 2025 ·
    Yufan Chen
    ,
    Ruiping Liu
    ,
    Junwei Zheng
    ,
    Di Wen
    ,
    Kunyu Peng
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  8. HopaDIFF: Holistic-Partial Aware Fourier Conditioned Diffusion for Referring Human Action Segmentation in Multi-Person Scenarios
    NeurIPS 2025 ·
    Kunyu Peng
    ,
    Junchao Huang
    ,
    Xiangsheng Huang
    ,
    Di Wen
    ,
    Junwei Zheng
    ,
    Yufan Chen
    ,
    Kailun Yang
    ,
    Jiamin Wu
    ,
    Chongqing Hao
    , Rainer Stiefelhagen
  9. Is Visual in-Context Learning for Compositional Medical Tasks Within Reach?
    ICCV 2025 ·
    Simon Reiß
    ,
    Zdravko Marinov
    ,
    Alexander Jaus
    ,
    Constantin Seibold
    ,
    M. Saquib Sarfraz
    ,
    Erik Rodner
    , Rainer Stiefelhagen
  10. Learning Robust Aligned Representations Across Multiple Visual Modalities in Human Action Recognition
    ICCV 2025 ·
    David J. Lerch
    ,
    Bastian Rothenburger
    ,
    Zeyun Zhong
    ,
    Manuel Martin
    ,
    Frederik Diederichs
    , Rainer Stiefelhagen
  11. Not All Ensembles Are Equal: A Short Study on Moderate to Severe Traumatic Brain Injury Segmentation Methods
    MICCAI 2025 ·
    Zdravko Marinov
    ,
    Jens Kleesiek
    , Rainer Stiefelhagen
  12. RefChartQA: Grounding Visual Answer on Chart Images Through Instruction Tuning
    ICDAR 2025 ·
    Alexander Vogel
    ,
    Omar Moured
    ,
    Yufan Chen
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  13. SFDLA: Source-Free Document Layout Analysis
    ICDAR 2025 ·
    Sebastian Tewes
    ,
    Yufan Chen
    ,
    Omar Moured
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  14. Scene-agnostic Pose Regression for Visual Localization
    CVPR 2025 ·
    Junwei Zheng
    ,
    Ruiping Liu
    ,
    Yufan Chen
    ,
    Zhenfang Chen
    ,
    Kailun Yang
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  15. Semantic Segmentation for Preoperative Planning in Transcatheter Aortic Valve Replacement
    MICCAI 2025 ·
    Cedric Zöllner
    ,
    Simon Reiß
    ,
    Alexander Jaus
    ,
    Amroalalaa Sholi
    ,
    Ralf Sodian
    , Rainer Stiefelhagen
  16. Situat3DChange: Situated 3D Change Understanding Dataset for Multimodal Large Language Model
    NeurIPS 2025 ·
    Ruiping Liu
    ,
    Junwei Zheng
    ,
    Yufan Chen
    ,
    Zirui Wang
    ,
    Kunyu Peng
    ,
    Kailun Yang
    ,
    Jiaming Zhang
    ,
    Marc Pollefeys
    , Rainer Stiefelhagen
  17. VISO-Grasp: Vision-Language Informed Spatial Object-centric 6-DoF Active View Planning and Grasping in Clutter and Invisibility
    IROS 2025 ·
    Yitian Shi
    ,
    Di Wen
    ,
    Guanqi Chen
    ,
    Edgar Welte
    ,
    Sheng Liu
    ,
    Kunyu Peng
    , Rainer Stiefelhagen,
    Rania Rayyes
  18. mmWalk: Towards Multi-modal Multi-view Walking Assistance
    NeurIPS 2025 ·
    Kedi Ying
    ,
    Ruiping Liu
    ,
    Chongyan Chen
    ,
    Mingzhe Tao
    ,
    Hao Shi
    ,
    Kailun Yang
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  19. Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler
    NeurIPS 2024 ·
    Kunyu Peng
    ,
    Di Wen
    ,
    Kailun Yang
    ,
    Ao Luo
    ,
    Yufan Chen
    ,
    Jia Fu
    ,
    M. Saquib Sarfraz
    ,
    Alina Roitberg
    , Rainer Stiefelhagen
  20. Anatomy-Guided Pathology Segmentation
    MICCAI 2024 ·
    Alexander Jaus
    ,
    Constantin Seibold
    ,
    Simon Reiß
    ,
    Lukas Heine
    ,
    Anton Schily
    ,
    Moon S. Kim
    ,
    Fin Hendrik Bahnsen
    ,
    Ken Herrmann
    , Rainer Stiefelhagen,
    Jens Kleesiek
  21. Back to the Future: Challenges of Sparse and Irregular Medical Image Time Series
    MICCAI 2024 ·
    Nico Disch
    ,
    Robin Peretzke
    ,
    Saikat Roy
    ,
    Constantin Ulrich
    ,
    David Zimmerer
    , Rainer Stiefelhagen,
    Jens Kleesiek
    ,
    Klaus H. Maier-Hein
  22. Chart4Blind: An Intelligent Interface for Chart Accessibility Conversion
    IUI 2024 ·
    Omar Moured
    ,
    Morris Baumgarten-Egemole
    ,
    Karin Müller
    ,
    Alina Roitberg
    ,
    Thorsten Schwarz
    , Rainer Stiefelhagen
  23. Filters, Thresholds, and Geodesic Distances for Scribble-Based Interactive Segmentation of Medical Images
    CVPR 2024 ·
    Zdravko Marinov
    ,
    Alexander Jaus
    ,
    Jens Kleesiek
    , Rainer Stiefelhagen
  24. MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments
    ICRA 2024 ·
    Junwei Zheng
    ,
    Jiaming Zhang
    ,
    Kailun Yang
    ,
    Kunyu Peng
    , Rainer Stiefelhagen
  25. Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations
    NeurIPS 2024 ·
    David Schneider
    ,
    Simon Reiß
    ,
    Marco Kugler
    ,
    Alexander Jaus
    ,
    Kunyu Peng
    ,
    Susanne Sutschet
    ,
    M. Saquib Sarfraz
    ,
    Sven Matthiesen
    , Rainer Stiefelhagen
  26. Navigating Open Set Scenarios for Skeleton-Based Action Recognition
    AAAI 2024 ·
    Kunyu Peng
    ,
    Cheng Yin
    ,
    Junwei Zheng
    ,
    Ruiping Liu
    ,
    David Schneider
    ,
    Jiaming Zhang
    ,
    Kailun Yang
    ,
    M. Saquib Sarfraz
    , Rainer Stiefelhagen,
    Alina Roitberg
  27. Occlusion-Aware Seamless Segmentation
    ECCV 2024 ·
    Yihong Cao
    ,
    Jiaming Zhang
    ,
    Hao Shi
    ,
    Kunyu Peng
    ,
    Yuhongxuan Zhang
    ,
    Hui Zhang
    , Rainer Stiefelhagen,
    Kailun Yang
  28. Open Panoramic Segmentation
    ECCV 2024 ·
    Junwei Zheng
    ,
    Ruiping Liu
    ,
    Yufan Chen
    ,
    Kunyu Peng
    ,
    Chengzhi Wu
    ,
    Kailun Yang
    ,
    Jiaming Zhang
    , Rainer Stiefelhagen
  29. Referring Atomic Video Action Recognition
    ECCV 2024 ·
    Kunyu Peng
    ,
    Jia Fu
    ,
    Kailun Yang
    ,
    Di Wen
    ,
    Yufan Chen
    ,
    Ruiping Liu
    ,
    Junwei Zheng
    ,
    Jiaming Zhang
    ,
    M. Saquib Sarfraz
    , Rainer Stiefelhagen,
    Alina Roitberg
  30. RoDLA: Benchmarking the Robustness of Document Layout Analysis Models
    CVPR 2024 ·
    Yufan Chen
    ,
    Jiaming Zhang
    ,
    Kunyu Peng
    ,
    Junwei Zheng
    ,
    Ruiping Liu
    ,
    Philip Torr
    , Rainer Stiefelhagen
  31. SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading
    EMNLP 2024 ·
    Tu Anh Dinh
    ,
    Carlos Mullov
    ,
    Leonard Bärmann
    ,
    Zhaolin Li
    ,
    Danni Liu
    ,
    Simon Reiß
    ,
    Jueun Lee
    ,
    Nathan Lerzer
    ,
    Jianfeng Gao
    ,
    Fabian Peller-Konrad
    ,
    Tobias Röddiger
    ,
    Alexander Waibel
    ,
    Tamim Asfour
    ,
    Michael Beigl
    , Rainer Stiefelhagen,
    Carsten Dachsbacher
    ,
    Klemens Böhm
    ,
    Jan Niehues
  32. Skeleton-Based Human Action Recognition with Noisy Labels
    IROS 2024 ·
    Yi Xu
    ,
    Kunyu Peng
    ,
    Di Wen
    ,
    Ruiping Liu
    ,
    Junwei Zheng
    ,
    Yufan Chen
    ,
    Jiaming Zhang
    ,
    Alina Roitberg
    ,
    Kailun Yang
    , Rainer Stiefelhagen
  33. Statewide Visual Geolocalization in the Wild
    ECCV 2024 ·
    Florian Fervers
    ,
    Sebastian Bullinger
    ,
    Christoph Bodensteiner
    ,
    Michael Arens
    , Rainer Stiefelhagen
  34. SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data
    ICRA 2024 ·
    David Schneider
    ,
    Marco Keller
    ,
    Zeyun Zhong
    ,
    Kunyu Peng
    ,
    Alina Roitberg
    ,
    Jürgen Beyerer
    , Rainer Stiefelhagen
  35. Taking a Step Back: Revisiting Classical Approaches for Efficient Interactive Segmentation of Medical Images
    CVPR 2024 ·
    Zdravko Marinov
    ,
    Alexander Jaus
    ,
    Jens Kleesiek
    , Rainer Stiefelhagen
  36. Towards Video-based Activated Muscle Group Estimation in the Wild
    ACM MM 2024 ·
    Kunyu Peng
    ,
    David Schneider
    ,
    Alina Roitberg
    ,
    Kailun Yang
    ,
    Jiaming Zhang
    ,
    Chen Deng
    ,
    Kaiyu Zhang
    ,
    M. Saquib Sarfraz
    , Rainer Stiefelhagen