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← Authors

Rainer Stiefelhagen

47 papers · 2013–2026 · 9 conferences · across top CS/AI conferences

Achievements

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+13 more ↓ 🌍 Conference Polyglot (9) πŸƒ Academic Marathon (12) 🧭 Keyword Pioneer πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (7)
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Conferences

CVPR (20) ECCV (7) WACV (6) ICCV (5) AAAI (4) NIPS (2) EMNLP (1) ICLR (1) MICCAI (1)

Top co-authors

Jiaming Zhang (14) Kunyu Peng (13) Kailun Yang (11) Simon Reiß (11) Ruiping Liu (9) Junwei Zheng (8) Vivek Sharma (7) Yufan Chen (7) Saquib Sarfraz (6) Constantin Seibold (6)

Research topics

Science (1)

Keywords

semantic segmentation (9) domain adaptation (4) unsupervised learning (4) semi-supervised learning (3) action recognition (3) medical imaging (3) embedding learning (3) transfer learning (3) zero-shot learning (3) pose estimation (3) question answering (2) knowledge transfer (2) multi-task learning (2) multimodal learning (2) representation learning (2) visual question answering (2) scene understanding (2) image retrieval (2) self-supervised learning (2) depth estimation (2)

Papers

HybriDLA: Hybrid Generation for Document Layout Analysis AAAI 2026 @BENCH: Benchmarking Vision-Language Models for Human-Centered Assistive Technology WACV 2025 Scene-agnostic Pose Regression for Visual Localization CVPR 2025 Is Visual in-Context Learning for Compositional Medical Tasks within Reach? ICCV 2025 Graph-based Document Structure Analysis ICLR 2025 Every Component Counts: Rethinking the Measure of Success for Medical Semantic Segmentation in Multi-Instance Segmentation Tasks AAAI 2025 Open Panoramic Segmentation ECCV 2024 Occlusion-Aware Seamless Segmentation ECCV 2024 Referring Atomic Video Action Recognition ECCV 2024 360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View WACV 2024 Muscles in Time: Learning to Understand Human Motion In-Depth by Simulating Muscle Activations NIPS 2024 Anatomy-guided Pathology Segmentation MICCAI 2024 SciEx: Benchmarking Large Language Models on Scientific Exams with Human Expert Grading and Automatic Grading EMNLP 2024 Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler NIPS 2024 Navigating Open Set Scenarios for Skeleton-Based Action Recognition AAAI 2024 RoDLA: Benchmarking the Robustness of Document Layout Analysis Models CVPR 2024 Statewide Visual Geolocalization in the Wild ECCV 2024 Anticipative Feature Fusion Transformer for Multi-Modal Action Anticipation WACV 2023 Uncertainty-Aware Vision-Based Metric Cross-View Geolocalization CVPR 2023 Delivering Arbitrary-Modal Semantic Segmentation CVPR 2023 Decoupled Semantic Prototypes Enable Learning From Diverse Annotation Types for Semi-Weakly Segmentation in Expert-Driven Domains CVPR 2023 Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping From Egocentric Images to Allocentric Semantics With Vision Transformers WACV 2023 Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation AAAI 2022 Hierarchical Nearest Neighbor Graph Embedding for Efficient Dimensionality Reduction CVPR 2022 Bending Reality: Distortion-Aware Transformers for Adapting to Panoramic Semantic Segmentation CVPR 2022 Graph-Constrained Contrastive Regularization for Semi-Weakly Volumetric Segmentation ECCV 2022 Adaptiope: A Modern Benchmark for Unsupervised Domain Adaptation WACV 2021 Every Annotation Counts: Multi-Label Deep Supervision for Medical Image Segmentation CVPR 2021 Temporally-Weighted Hierarchical Clustering for Unsupervised Action Segmentation CVPR 2021 Capturing Omni-Range Context for Omnidirectional Segmentation CVPR 2021 Vi2CLR: Video and Image for Visual Contrastive Learning of Representation ICCV 2021 Unsupervised Meta-Domain Adaptation for Fashion Retrieval WACV 2021 Large Scale Holistic Video Understanding ECCV 2020 It's Not About the Journey; It's About the Destination: Following Soft Paths Under Question-Guidance for Visual Reasoning CVPR 2019 Efficient Parameter-Free Clustering Using First Neighbor Relations CVPR 2019 Drive&Act: A Multi-Modal Dataset for Fine-Grained Driver Behavior Recognition in Autonomous Vehicles ICCV 2019 DynamoNet: Dynamic Action and Motion Network ICCV 2019 3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints ECCV 2018 Classification-Driven Dynamic Image Enhancement CVPR 2018 A Pose-Sensitive Embedding for Person Re-Identification With Expanded Cross Neighborhood Re-Ranking CVPR 2018 Automatic Discovery, Association Estimation and Learning of Semantic Attributes for a Thousand Categories CVPR 2017 Fashion Forward: Forecasting Visual Style in Fashion ICCV 2017 MovieQA: Understanding Stories in Movies Through Question-Answering CVPR 2016 Recovering the Missing Link: Predicting Class-Attribute Associations for Unsupervised Zero-Shot Learning CVPR 2016 Book2Movie: Aligning Video Scenes With Book Chapters CVPR 2015 StoryGraphs: Visualizing Character Interactions as a Timeline CVPR 2014 Semi-supervised Learning with Constraints for Person Identification in Multimedia Data CVPR 2013