Rainer Stiefelhagen

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

Achievements

🐣 Hot Topic Early Bird 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (9) 🏃 Academic Marathon (12) 🐝 Cross-Pollinator (7) 🌈 Renaissance Researcher (10) 🗺️ Taxonomy Completionist (84) 🏠 Conference Loyalist (20) 🧬 Topic Evolution 🤝 Dynamic Duo (13) ⚡ Prolific Year (11) 📈 Trend Setter 🗃️ Keyword Collector (189) 💎 Century Club (46) 🚀 Conference Pioneer 🔥 Unstoppable (13) ❓ The Questioner

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

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