
Dr. Dengxin Dai
Senior Researcher
E-Mail Please contact TODO
Phone +41 xx xxx xx xx
Address Stampfenbachstrasse 48, 8092 Zürich, Switzerland
Room ETH Zurich, Computer Vision Lab
Publications & Projects
IJCV (under review), 2022
a comprehensive study on the robustness of LiDAR semantic segmentation methods
CVPR, 2022
a novel pipeline to generate Neural Radiance Fields (NeRF) of an object or a scene of a specific class, conditioned on a single input image
CVPR, 2022
a novel co-learning framework (CoSSL) with decoupled representation learning and classifier learning for imbalanced SSL
ICRA, 2022
The first end-to-end approach to learn to optimize the LiDAR beam configuration for given applications
CVPR (Oral), 2022
A novel simulation approach to simulate snowfall effects into existing LiDAR dataset to train robust LiDAR-based perception methods for adverse weather
CVPR, 2022
A novel method for long-term test-time adaptation under continually changing environments.
task. Due to the domain gap between source and target data, inference quality on the target domain can drop [...]
Improving model's generalizability against domain shifts is crucial, especially for safety-critical applications such as autonomous driving. Real-world domain styles [...]
Benchmarking the Robustness of LiDAR Semantic Segmentation Models Xu Yan, Chaoda Zheng, Zhen Li, Shuguang Cui, Dengxin Dai When using LiDAR semantic [...]
Learnable Online Graph Representations for 3D Multi-Object Tracking JN Zaech, D Dai, A Liniger, M Danelljan, L Van Gool [...]
Pix2NeRF: Unsupervised Conditional p-GAN for Single Image to Neural Radiance Fields Translation Shengqu Cai, Anton Obukhov, Dengxin Dai, Luc [...]
Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning Yue Fan, Dengxin Dai, Anna Kukleva, Bernt Schiele Standard [...]
End-to-End Optimization of LiDAR Beam Configuration for 3D Object Detection and Localization Niclas Vödisch, Ozan Unal, Ke Li, Luc [...]
Adiabatic Quantum Computing for Multi Object Tracking Jan-Nico Zaech, Alexander Liniger, Martin Danelljan, Dengxin Dai, Luc Van Gool [...]
LiDAR Snowfall Simulation for Robust 3D Object Detection Martin Hahner, Christos Sakaridis, Mario Bijelic, Felix Heide, Fisher Yu, Dengxin [...]
Continual Test-Time Domain Adaptation Qin Wang, Olga Fink, Luc Van Gool, Dengxin Dai Test-time domain adaptation aims to [...]