Huawei
Dengxin Dai2023-06-02T15:10:17+00:00Dengxin Dai has joined Huawei Zurich Research Center as Director of Computer Vision
Dominik Scheuble
Dengxin Dai2023-06-02T14:51:46+00:00Dominik Scheuble Industrial Ph.D. Student E-Mail: - Phone: - Address: - Room: - Your Content Goes Here [...]
Stefanie Walz
Dengxin Dai2023-06-02T14:51:19+00:00Stefanie Walz Industrial Ph.D. Student E-Mail: - Phone: - Address: - Room: - Your Content Goes Here [...]
Andrea Ramazzina
Dengxin Dai2023-06-02T14:51:34+00:00Andrea Ramazzina Industrial Ph.D. Student E-Mail: - Phone: - Address: - Room: - Your Content Goes Here [...]
Test-time Domain Adaptation for Monocular Depth Estimation
Dengxin Dai2023-02-26T10:25:40+00:00task. Due to the domain gap between source and target data, inference quality on the target domain can drop drastically especially in terms of [...]
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts
Dengxin Dai2023-02-26T10:27:05+00:00Improving model's generalizability against domain shifts is crucial, especially for safety-critical applications such as autonomous driving. Real-world domain styles can vary substantially due to [...]
Benchmarking the Robustness of LiDAR Semantic Segmentation Models
Dengxin Dai2023-02-22T15:03:16+00:00Benchmarking the Robustness of LiDAR Semantic Segmentation Models Xu Yan, Chaoda Zheng, Zhen Li, Shuguang Cui, Dengxin Dai When using LiDAR semantic segmentation models for safety-critical applications [...]
IJCV’22
Dengxin Dai2023-02-22T14:12:11+00:00One paper accepted to ICLR'23, two papers to ICRA'23, one paper to IJCV.
Learnable Online Graph Representations for 3D Multi-Object Tracking
Dengxin Dai2022-12-05T16:52:15+00:00Learnable Online Graph Representations for 3D Multi-Object Tracking JN Zaech, D Dai, A Liniger, M Danelljan, L Van Gool Autonomous systems that operate [...]