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Dengxin Dai
Dengxin Dai
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Director of Research, Huawei Zurich Research Center
Verificeret mail på huawei.com
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Domain Adaptive Faster R-CNN for Object Detection in the Wild
Y Chen, W Li, C Sakaridis, D Dai, L Van Gool
CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2018
16622018
Semantic foggy scene understanding with synthetic data
C Sakaridis, D Dai, L Van Gool
IJCV: International Journal of Computer Vision, 2018
12192018
Multi-Task Learning for Dense Prediction Tasks: A Survey
S Vandenhende, S Georgoulis, M Proesmans, D Dai, L Van Gool
PAMI: IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
927*2021
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
L Hoyer, D Dai, L Van Gool
CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
5402022
Continual Test-Time Domain Adaptation
Q Wang, O Fink, L Van Gool, D Dai
CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
5052022
DLOW: Domain Flow and Applications
R Gong, W Li, Y Chen, D Dai, L Van Gool
IJCV: International Journal of Computer Vision, 1-24, 2021
466*2021
ACDC: The Adverse Conditions Dataset with Correspondences for Semantic Driving Scene Understanding
C Sakaridis, D Dai, L Van Gool
ICCV: International Conference on Computer Vision, 2021
4662021
Fast Optical Flow using Dense Inverse Search
T Kroeger, R Timofte, D Dai, L Van Gool
ECCV: European Conference on Computer Vision, 2016
4402016
Satellite image classification via two-layer sparse coding with biased image representation
D Dai, W Yang
IEEE Geoscience and remote sensing letters 8 (1), 173-176, 2010
3472010
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation
C Sakaridis, D Dai, L Van Gool
International Conference on Computer Vision (ICCV), 2019
2982019
Decoupling Zero-Shot Semantic Segmentation
J Ding, N Xue, GS Xia, D Dai
CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2952022
Dark Model Adaptation: Semantic Image Segmentation from Daytime to Nighttime
D Dai, L Van Gool
IEEE International Conference on Intelligent Transportation Systems (ITSC), 2018
2952018
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding
C Sakaridis, D Dai, S Hecker, L Van Gool
Proceedings of the European Conference on Computer Vision (ECCV), 687-704, 2018
2702018
MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
L Hoyer, D Dai, H Wang, L Van Gool
CVPR: IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2602023
HRDA: Context-Aware High-Resolution Domain-Adaptive Semantic Segmentation
L Hoyer, D Dai, L Van Gool
ECCV: European Conference on Computer Vision, 2022
2492022
End-to-End Learning of Driving Models with Surround-View Cameras and Route Planners
S Hecker, D Dai, L Van Gool
ECCV; European Conference on Computer Vision, 2018
2252018
End-to-End Urban Driving by Imitating a Reinforcement Learning Coach
Z Zhang, A Liniger, D Dai, F Yu, L Van Gool
ICCV: International Conference on Computer Vision, 2021
2102021
Motion Transformer with Global Intention Localization and Local Movement Refinement
S Shi, L Jiang, D Dai, B Schiele
NeurIPS (Oral): Conference on Neural Information Processing Systems, 2022
2062022
Jointly Optimized Regressors for Image Super-resolution
D Dai, R Timofte, L Van Gool
Computer Graphics Forum (Eurographics), 2015
2062015
Is Image Super-resolution Helpful for Other Vision Tasks?
D Dai, Y Wang, Y Chen, L Van Gool
IEEE Winter Conference on Applications of Computer Vision (WACV), 2016
1802016
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