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Kunyu Peng
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2020 – today
- 2024
- [c25]Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Navigating Open Set Scenarios for Skeleton-Based Action Recognition. AAAI 2024: 4487-4496 - [c24]Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. ICASSP 2024: 6040-6044 - [c23]M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis:
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? ICML 2024 - [c22]Junwei Zheng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments. ICRA 2024: 2303-2309 - [c21]David Schneider, Marco Keller, Zeyun Zhong, Kunyu Peng, Alina Roitberg, Jürgen Beyerer, Rainer Stiefelhagen:
SynthAct: Towards Generalizable Human Action Recognition based on Synthetic Data. ICRA 2024: 13038-13045 - [c20]Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen:
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. IV 2024: 961-968 - [c19]Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi, Simon Reiß, Ke Cao, Rainer Stiefelhagen:
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View. WACV 2024: 372-381 - [i44]Fei Teng, Jiaming Zhang, Jiawei Liu, Kunyu Peng, Xina Cheng, Zhiyong Li, Kailun Yang:
LF Tracy: A Unified Single-Pipeline Approach for Salient Object Detection in Light Field Cameras. CoRR abs/2401.16712 (2024) - [i43]Ruiping Liu, Jiaming Zhang, Kunyu Peng, Yufan Chen, Ke Cao, Junwei Zheng, M. Saquib Sarfraz, Kailun Yang, Rainer Stiefelhagen:
Fourier Prompt Tuning for Modality-Incomplete Scene Segmentation. CoRR abs/2401.16923 (2024) - [i42]Jiacheng Lin, Jiajun Chen, Kunyu Peng, Xuan He, Zhiyong Li, Rainer Stiefelhagen, Kailun Yang:
EchoTrack: Auditory Referring Multi-Object Tracking for Autonomous Driving. CoRR abs/2402.18302 (2024) - [i41]Yi Xu, Kunyu Peng, Di Wen, Ruiping Liu, Junwei Zheng, Yufan Chen, Jiaming Zhang, Alina Roitberg, Kailun Yang, Rainer Stiefelhagen:
Skeleton-Based Human Action Recognition with Noisy Labels. CoRR abs/2403.09975 (2024) - [i40]Yufan Chen, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ruiping Liu, Philip Torr, Rainer Stiefelhagen:
RoDLA: Benchmarking the Robustness of Document Layout Analysis Models. CoRR abs/2403.14442 (2024) - [i39]M. Saquib Sarfraz, Mei-Yen Chen, Lukas Layer, Kunyu Peng, Marios Koulakis:
Position: Quo Vadis, Unsupervised Time Series Anomaly Detection? CoRR abs/2405.02678 (2024) - [i38]Kunyu Peng, Jia Fu, Kailun Yang, Di Wen, Yufan Chen, Ruiping Liu, Junwei Zheng, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Referring Atomic Video Action Recognition. CoRR abs/2407.01872 (2024) - [i37]Yihong Cao, Jiaming Zhang, Hao Shi, Kunyu Peng, Yuhongxuan Zhang, Hui Zhang, Rainer Stiefelhagen, Kailun Yang:
Occlusion-Aware Seamless Segmentation. CoRR abs/2407.02182 (2024) - [i36]Junwei Zheng, Ruiping Liu, Yufan Chen, Kunyu Peng, Chengzhi Wu, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Open Panoramic Segmentation. CoRR abs/2407.02685 (2024) - [i35]Thinesh Thiyakesan Ponbagavathi, Kunyu Peng, Alina Roitberg:
Probing Fine-Grained Action Understanding and Cross-View Generalization of Foundation Models. CoRR abs/2407.15605 (2024) - 2023
- [j5]Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Delving Deep Into One-Shot Skeleton-Based Action Recognition With Diverse Occlusions. IEEE Trans. Multim. 25: 1489-1504 (2023) - [c18]Jiaming Zhang, Ruiping Liu, Hao Shi, Kailun Yang, Simon Reiß, Kunyu Peng, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen:
Delivering Arbitrary-Modal Semantic Segmentation. CVPR 2023: 1136-1147 - [c17]Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen:
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation. CVPR Workshops 2023: 6434-6444 - [c16]Ruiping Liu, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ke Cao, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments. ICCV (Workshops) 2023: 1849-1859 - [c15]Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg:
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments. IROS 2023: 5479-5486 - [c14]Ke Cao, Ruiping Liu, Ze Wang, Kunyu Peng, Jiaming Zhang, Junwei Zheng, Zhifeng Teng, Kailun Yang, Rainer Stiefelhagen:
Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents. ROBIO 2023: 1-8 - [c13]Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
Trans4Map: Revisiting Holistic Bird's-Eye-View Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers. WACV 2023: 4002-4011 - [i34]Junwei Zheng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MateRobot: Material Recognition in Wearable Robotics for People with Visual Impairments. CoRR abs/2302.14595 (2023) - [i33]Kunyu Peng, David Schneider, Alina Roitberg, Kailun Yang, Jiaming Zhang, M. Saquib Sarfraz, Rainer Stiefelhagen:
MuscleMap: Towards Video-based Activated Muscle Group Estimation. CoRR abs/2303.00952 (2023) - [i32]Jiaming Zhang, Ruiping Liu, Hao Shi, Kailun Yang, Simon Reiß, Kunyu Peng, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen:
Delivering Arbitrary-Modal Semantic Segmentation. CoRR abs/2303.01480 (2023) - [i31]Zhifeng Teng, Jiaming Zhang, Kailun Yang, Kunyu Peng, Hao Shi, Simon Reiß, Ke Cao, Rainer Stiefelhagen:
360BEV: Panoramic Semantic Mapping for Indoor Bird's-Eye View. CoRR abs/2303.11910 (2023) - [i30]Hao Shi, Yu Li, Kailun Yang, Jiaming Zhang, Kunyu Peng, Alina Roitberg, Yaozu Ye, Huajian Ni, Kaiwei Wang, Rainer Stiefelhagen:
FishDreamer: Towards Fisheye Semantic Completion via Unified Image Outpainting and Segmentation. CoRR abs/2303.13842 (2023) - [i29]Kunyu Peng, Di Wen, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
FeatFSDA: Towards Few-shot Domain Adaptation for Video-based Activity Recognition. CoRR abs/2305.08420 (2023) - [i28]Ruiping Liu, Jiaming Zhang, Kunyu Peng, Junwei Zheng, Ke Cao, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Open Scene Understanding: Grounded Situation Recognition Meets Segment Anything for Helping People with Visual Impairments. CoRR abs/2307.07757 (2023) - [i27]Ke Cao, Ruiping Liu, Ze Wang, Kunyu Peng, Jiaming Zhang, Junwei Zheng, Zhifeng Teng, Kailun Yang, Rainer Stiefelhagen:
Tightly-Coupled LiDAR-Visual SLAM Based on Geometric Features for Mobile Agents. CoRR abs/2307.07763 (2023) - [i26]Fei Teng, Jiaming Zhang, Kunyu Peng, Kailun Yang, Yaonan Wang, Rainer Stiefelhagen:
OAFuser: Towards Omni-Aperture Fusion for Light Field Semantic Segmentation of Road Scenes. CoRR abs/2307.15588 (2023) - [i25]Hejun Xiao, Kunyu Peng, Xiangsheng Huang, Alina Roitberg, Hao Li, Zhaohui Wang, Rainer Stiefelhagen:
Towards Privacy-Supporting Fall Detection via Deep Unsupervised RGB2Depth Adaptation. CoRR abs/2308.12049 (2023) - [i24]Yiping Wei, Kunyu Peng, Alina Roitberg, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Elevating Skeleton-Based Action Recognition with Efficient Multi-Modality Self-Supervision. CoRR abs/2309.12009 (2023) - [i23]Yifei Chen, Kunyu Peng, Alina Roitberg, David Schneider, Jiaming Zhang, Junwei Zheng, Ruiping Liu, Yufan Chen, Kailun Yang, Rainer Stiefelhagen:
Unveiling the Hidden Realm: Self-supervised Skeleton-based Action Recognition in Occluded Environments. CoRR abs/2309.12029 (2023) - [i22]Calvin Tanama, Kunyu Peng, Zdravko Marinov, Rainer Stiefelhagen, Alina Roitberg:
Quantized Distillation: Optimizing Driver Activity Recognition Models for Resource-Constrained Environments. CoRR abs/2311.05970 (2023) - [i21]Kunyu Peng, Cheng Yin, Junwei Zheng, Ruiping Liu, David Schneider, Jiaming Zhang, Kailun Yang, M. Saquib Sarfraz, Rainer Stiefelhagen, Alina Roitberg:
Navigating Open Set Scenarios for Skeleton-based Action Recognition. CoRR abs/2312.06330 (2023) - 2022
- [j4]Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Transfer Beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. IEEE Trans. Intell. Transp. Syst. 23(7): 9478-9491 (2022) - [j3]Kunyu Peng, Juncong Fei, Kailun Yang, Alina Roitberg, Jiaming Zhang, Frank Bieder, Philipp Heidenreich, Christoph Stiller, Rainer Stiefelhagen:
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. IEEE Trans. Intell. Transp. Syst. 23(9): 15824-15840 (2022) - [j2]Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance. IEEE Trans. Intell. Transp. Syst. 23(10): 19173-19186 (2022) - [j1]Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is My Driver Observation Model Overconfident? Input-Guided Calibration Networks for Reliable and Interpretable Confidence Estimates. IEEE Trans. Intell. Transp. Syst. 23(12): 25271-25286 (2022) - [c12]Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MatchFormer: Interleaving Attention in Transformers for Feature Matching. ACCV (3) 2022: 256-273 - [c11]Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Should I take a walk? Estimating Energy Expenditure from Video Data. CVPR Workshops 2022: 2074-2084 - [c10]Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning. CVPR Workshops 2022: 4428-4438 - [c9]Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, Rainer Stiefelhagen:
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation. CVPR 2022: 16896-16906 - [c8]Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Multi-modal Depression Estimation Based on Sub-attentional Fusion. ECCV Workshops (6) 2022: 623-639 - [c7]Wenyan Ou, Jiaming Zhang, Kunyu Peng, Kailun Yang, Gerhard Jaworek, Karin Müller, Rainer Stiefelhagen:
Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor. ICCHP-AAATE (1) 2022: 160-168 - [c6]Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. IROS 2022: 278-285 - [c5]Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen:
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. IV 2022: 1438-1444 - [i20]Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Should I take a walk? Estimating Energy Expenditure from Video Data. CoRR abs/2202.00712 (2022) - [i19]Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
ProFormer: Learning Data-efficient Representations of Body Movement with Prototype-based Feature Augmentation and Visual Transformers. CoRR abs/2202.11423 (2022) - [i18]Ruiping Liu, Kailun Yang, Huayao Liu, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen:
Transformer-based Knowledge Distillation for Efficient Semantic Segmentation of Road-driving Scenes. CoRR abs/2202.13393 (2022) - [i17]Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
TransDARC: Transformer-based Driver Activity Recognition with Latent Space Feature Calibration. CoRR abs/2203.00927 (2022) - [i16]Jiaming Zhang, Kailun Yang, Chaoxiang Ma, Simon Reiß, Kunyu Peng, Rainer Stiefelhagen:
Bending Reality: Distortion-aware Transformers for Adapting to Panoramic Semantic Segmentation. CoRR abs/2203.01452 (2022) - [i15]Qing Wang, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
MatchFormer: Interleaving Attention in Transformers for Feature Matching. CoRR abs/2203.09645 (2022) - [i14]Xinyu Luo, Jiaming Zhang, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Towards Robust Semantic Segmentation of Accident Scenes via Multi-Source Mixed Sampling and Meta-Learning. CoRR abs/2203.10395 (2022) - [i13]Wenyan Ou, Jiaming Zhang, Kunyu Peng, Kailun Yang, Gerhard Jaworek, Karin Müller, Rainer Stiefelhagen:
Indoor Navigation Assistance for Visually Impaired People via Dynamic SLAM and Panoptic Segmentation with an RGB-D Sensor. CoRR abs/2204.01154 (2022) - [i12]Alina Roitberg, Kunyu Peng, David Schneider, Kailun Yang, Marios Koulakis, Manuel Martínez, Rainer Stiefelhagen:
Is my Driver Observation Model Overconfident? Input-guided Calibration Networks for Reliable and Interpretable Confidence Estimates. CoRR abs/2204.04674 (2022) - [i11]Alina Roitberg, Kunyu Peng, Zdravko Marinov, Constantin Seibold, David Schneider, Rainer Stiefelhagen:
A Comparative Analysis of Decision-Level Fusion for Multimodal Driver Behaviour Understanding. CoRR abs/2204.04734 (2022) - [i10]Ping-Cheng Wei, Kunyu Peng, Alina Roitberg, Kailun Yang, Jiaming Zhang, Rainer Stiefelhagen:
Multi-modal Depression Estimation based on Sub-attentional Fusion. CoRR abs/2207.06180 (2022) - [i9]Chang Chen, Jiaming Zhang, Kailun Yang, Kunyu Peng, Rainer Stiefelhagen:
Trans4Map: Revisiting Holistic Top-down Mapping from Egocentric Images to Allocentric Semantics with Vision Transformers. CoRR abs/2207.06205 (2022) - [i8]Jiaming Zhang, Kailun Yang, Hao Shi, Simon Reiß, Kunyu Peng, Chaoxiang Ma, Haodong Fu, Kaiwei Wang, Rainer Stiefelhagen:
Behind Every Domain There is a Shift: Adapting Distortion-aware Vision Transformers for Panoramic Semantic Segmentation. CoRR abs/2207.11860 (2022) - 2021
- [c4]Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. FG 2021: 1-8 - [c3]Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World. ICCVW 2021: 1760-1770 - [c2]Huayao Liu, Ruiping Liu, Kailun Yang, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen:
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor. ICCVW 2021: 1780-1790 - [c1]Juncong Fei, Kunyu Peng, Philipp Heidenreich, Frank Bieder, Christoph Stiller:
PillarSegNet: Pillar-based Semantic Grid Map Estimation using Sparse LiDAR Data. IV 2021: 838-844 - [i7]Juncong Fei, Kunyu Peng, Philipp Heidenreich, Frank Bieder, Christoph Stiller:
PillarSegNet: Pillar-based Semantic Grid Map Estimation using Sparse LiDAR Data. CoRR abs/2105.04169 (2021) - [i6]Kunyu Peng, Juncong Fei, Kailun Yang, Alina Roitberg, Jiaming Zhang, Frank Bieder, Philipp Heidenreich, Christoph Stiller, Rainer Stiefelhagen:
MASS: Multi-Attentional Semantic Segmentation of LiDAR Data for Dense Top-View Understanding. CoRR abs/2107.00346 (2021) - [i5]Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object Segmentation to Help Visually Impaired People Navigate in the Real World. CoRR abs/2107.03172 (2021) - [i4]Huayao Liu, Ruiping Liu, Kailun Yang, Jiaming Zhang, Kunyu Peng, Rainer Stiefelhagen:
HIDA: Towards Holistic Indoor Understanding for the Visually Impaired via Semantic Instance Segmentation with a Wearable Solid-State LiDAR Sensor. CoRR abs/2107.03180 (2021) - [i3]Jiaming Zhang, Kailun Yang, Angela Constantinescu, Kunyu Peng, Karin Müller, Rainer Stiefelhagen:
Trans4Trans: Efficient Transformer for Transparent Object and Semantic Scene Segmentation in Real-World Navigation Assistance. CoRR abs/2108.09174 (2021) - [i2]Jiaming Zhang, Chaoxiang Ma, Kailun Yang, Alina Roitberg, Kunyu Peng, Rainer Stiefelhagen:
Transfer beyond the Field of View: Dense Panoramic Semantic Segmentation via Unsupervised Domain Adaptation. CoRR abs/2110.11062 (2021) - [i1]Kunyu Peng, Alina Roitberg, David Schneider, Marios Koulakis, Kailun Yang, Rainer Stiefelhagen:
Affect-DML: Context-Aware One-Shot Recognition of Human Affect using Deep Metric Learning. CoRR abs/2111.15271 (2021)
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