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Works (17)

Occlusion-Aware Seamless Segmentation

2025 | Book chapter
Contributors: Yihong Cao; Jiaming Zhang; Hao Shi; Kunyu Peng; Yuhongxuan Zhang; Hui Zhang; Rainer Stiefelhagen; Kailun Yang
Source: check_circle
Crossref

Open Panoramic Segmentation

2025 | Book chapter
Contributors: Junwei Zheng; Ruiping Liu; Yufan Chen; Kunyu Peng; Chengzhi Wu; Kailun Yang; Jiaming Zhang; Rainer Stiefelhagen
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Crossref

Referring Atomic Video Action Recognition

2025 | Book chapter
Contributors: Kunyu Peng; Jia Fu; Kailun Yang; Di Wen; Yufan Chen; Ruiping Liu; Junwei Zheng; Jiaming Zhang; M. Saquib Sarfraz; Rainer Stiefelhagen et al.
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Crossref

Advancing Open-Set Domain Generalization Using Evidential Bi-Level Hardest Domain Scheduler

2024 | Conference paper | Author
Contributors: Kunyu Peng; Di Wen; Kailun Yang; Ao Luo; Yufan Chen; Jia Fu; M. Saquib Sarfraz; Alina Roitberg; Rainer Stiefelhagen
Source: check_circle
Repository KITopen (Karlsruhe Institute of Technology)

EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving

IEEE Transactions on Intelligent Transportation Systems
2024 | Journal article
Contributors: Jiacheng Lin; Jiajun Chen; Kunyu Peng; Xuan He; Zhiyong Li; Rainer Stiefelhagen; Kailun Yang
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Crossref

Behind Every Domain There is a Shift: Adapting Distortion-Aware Vision Transformers for Panoramic Semantic Segmentation

IEEE Transactions on Pattern Analysis and Machine Intelligence
2024-12 | Journal article
Contributors: Jiaming Zhang; Kailun Yang; Hao Shi; Simon Reiß; Kunyu Peng; Chaoxiang Ma; Haodong Fu; Philip H. S. Torr; Kaiwei Wang; Rainer Stiefelhagen
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Crossref

OAFuser: Toward Omni-Aperture Fusion for Light Field Semantic Segmentation

IEEE Transactions on Artificial Intelligence
2024-12 | Journal article
Contributors: Fei Teng; Jiaming Zhang; Kunyu Peng; Yaonan Wang; Rainer Stiefelhagen; Kailun Yang
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Crossref

TransKD: Transformer Knowledge Distillation for Efficient Semantic Segmentation

IEEE Transactions on Intelligent Transportation Systems
2024-12 | Journal article
Contributors: Ruiping Liu; Kailun Yang; Alina Roitberg; Jiaming Zhang; Kunyu Peng; Huayao Liu; Yaonan Wang; Rainer Stiefelhagen
Source: check_circle
Crossref

Towards Generalizable Deep Learning-Based Human Action Recognition

2024-12-09 | Dissertation or Thesis | Author
Contributors: Kunyu Peng; Rainer Stiefelhagen; Jürgen Gall
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Repository KITopen (Karlsruhe Institute of Technology)

Towards Video-based Activated Muscle Group Estimation in the Wild

2024-10-28 | Conference paper
Contributors: Kunyu Peng; David Schneider; Alina Roitberg; Kailun Yang; Jiaming Zhang; Chen Deng; Kaiyu Zhang; M. Saquib Sarfraz; Rainer Stiefelhagen
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Crossref

Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions

IEEE Transactions on Multimedia
2023 | Journal article
Contributors: Kunyu Peng; Alina Roitberg; Kailun Yang; Jiaming Zhang; Rainer Stiefelhagen
Source: check_circle
Crossref

Multi-modal Depression Estimation Based on Sub-attentional Fusion

2023 | Book chapter
Contributors: Ping-Cheng Wei; Kunyu Peng; Alina Roitberg; Kailun Yang; Jiaming Zhang; Rainer Stiefelhagen
Source: check_circle
Crossref

Toward Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation

IEEE Sensors Journal
2023-12-01 | Journal article
Contributors: Hejun Xiao; Kunyu Peng; Xiangsheng Huang; Alina Roitberg; Hao Li; Zhaohui Wang; Rainer Stiefelhagen
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Crossref

Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates

IEEE Transactions on Intelligent Transportation Systems
2022-12 | Journal article
Contributors: Alina Roitberg; Kunyu Peng; David Schneider; Kailun Yang; Marios Koulakis; Manuel Martinez; Rainer Stiefelhagen
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Crossref

Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance

IEEE Transactions on Intelligent Transportation Systems
2022-10 | Journal article
Contributors: Jiaming Zhang; Kailun Yang; Angela Constantinescu; Kunyu Peng; Karin Muller; Rainer Stiefelhagen
Source: check_circle
Crossref

MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding

IEEE Transactions on Intelligent Transportation Systems
2022-09 | Journal article
Contributors: Kunyu Peng; Juncong Fei; Kailun Yang; Alina Roitberg; Jiaming Zhang; Frank Bieder; Philipp Heidenreich; Christoph Stiller; Rainer Stiefelhagen
Source: check_circle
Crossref

Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation

IEEE Transactions on Intelligent Transportation Systems
2022-07 | Journal article
Contributors: Jiaming Zhang; Chaoxiang Ma; Kailun Yang; Alina Roitberg; Kunyu Peng; Rainer Stiefelhagen
Source: check_circle
Crossref

Peer review (1 review for 1 publication/grant)

Review activity for Information fusion. (1)