Dengxin Dai
Orcid: 0000-0001-5440-9678
According to our database1,
Dengxin Dai
authored at least 145 papers
between 2010 and 2024.
Collaborative distances:
Collaborative distances:
Timeline
Legend:
Book In proceedings Article PhD thesis Dataset OtherLinks
Online presence:
-
on orcid.org
On csauthors.net:
Bibliography
2024
MTR++: Multi-Agent Motion Prediction With Symmetric Scene Modeling and Guided Intention Querying.
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., January, 2024
Forging Vision Foundation Models for Autonomous Driving: Challenges, Methodologies, and Opportunities.
CoRR, 2024
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2024
2023
IEEE Robotics Autom. Lett., November, 2023
Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation.
Int. J. Comput. Vis., August, 2023
Int. J. Comput. Vis., March, 2023
IEEE Trans. Pattern Anal. Mach. Intell., 2023
Int. J. Autom. Comput., 2023
CoRR, 2023
U-BEV: Height-aware Bird's-Eye-View Segmentation and Neural Map-based Relocalization.
CoRR, 2023
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2023
Proceedings of the 25th IEEE International Conference on Intelligent Transportation Systems, 2023
TrafficBots: Towards World Models for Autonomous Driving Simulation and Motion Prediction.
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the IEEE International Conference on Robotics and Automation, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
Self-Supervised Pre-Training with Masked Shape Prediction for 3D Scene Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Continuous Pseudo-Label Rectified Domain Adaptive Semantic Segmentation with Implicit Neural Representations.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
Weakly-Supervised Domain Adaptive Semantic Segmentation with Prototypical Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023
2022
IEEE Robotics Autom. Lett., 2022
End-to-End Optimization of LiDAR Beam Configuration for 3D Object Detection and Localization.
IEEE Robotics Autom. Lett., 2022
IEEE Robotics Autom. Lett., 2022
Multi-Scale Interaction for Real-Time LiDAR Data Segmentation on an Embedded Platform.
IEEE Robotics Autom. Lett., 2022
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
One-Shot Domain Adaptive and Generalizable Semantic Segmentation with Class-Aware Cross-Domain Transformers.
CoRR, 2022
Normalization Perturbation: A Simple Domain Generalization Method for Real-World Domain Shifts.
CoRR, 2022
CoRR, 2022
Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes.
CoRR, 2022
Pix2NeRF: Unsupervised Conditional π-GAN for Single Image to Neural Radiance Fields Translation.
CoRR, 2022
Hyperspectral Image Super-Resolution with RGB Image Super-Resolution as an Auxiliary Task.
Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2022
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Pix2NeRF: Unsupervised Conditional $\pi$-GAN for Single Image to Neural Radiance Fields Translation.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
2021
Talk2Nav: Long-Range Vision-and-Language Navigation with Dual Attention and Spatial Memory.
Int. J. Comput. Vis., 2021
Guest Editorial: Special Issue on "Computer Vision for All Seasons: Adverse Weather and Lighting Conditions".
Int. J. Comput. Vis., 2021
CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning.
CoRR, 2021
CoRR, 2021
Proceedings of the IEEE Winter Conference on Applications of Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
ACDC: The Adverse Conditions Dataset with Correspondences for Semantic Driving Scene Understanding.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather.
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Cluster, Split, Fuse, and Update: Meta-Learning for Open Compound Domain Adaptive Semantic Segmentation.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Robotics Autom. Lett., 2020
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding.
Int. J. Comput. Vis., 2020
Improving Point Cloud Semantic Segmentation by Learning 3D Object Proposal Generation.
CoRR, 2020
CoRR, 2020
Action Sequence Predictions of Vehicles in Urban Environments using Map and Social Context.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
Proceedings of the 37th International Conference on Machine Learning, 2020
Nighttime Defogging Using High-Low Frequency Decomposition and Grayscale-Color Networks.
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Off-Policy Reinforcement Learning for Efficient and Effective GAN Architecture Search.
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
2019
IEEE Trans. Image Process., 2019
Semantic Nighttime Image Segmentation with Synthetic Stylized Data, Gradual Adaptation and Uncertainty-Aware Evaluation.
CoRR, 2019
Proceedings of the 2019 IEEE Intelligent Vehicles Symposium, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
Guided Curriculum Model Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
2018
IEEE Trans. Pattern Anal. Mach. Intell., 2018
CoRR, 2018
CoRR, 2018
Proceedings of the 2018 IEEE Winter Conference on Applications of Computer Vision, 2018
Proceedings of the 2018 IEEE Intelligent Vehicles Symposium, 2018
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
Proceedings of the 24th International Conference on Pattern Recognition, 2018
Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy Scene Understanding.
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
VarCity - the video: the struggles and triumphs of leveraging fundamental research results in a graphics video production.
Proceedings of the Special Interest Group on Computer Graphics and Interactive Techniques Conference, 2017
Proceedings of the 2017 IEEE International Conference on Computer Vision Workshops, 2017
Proceedings of the IEEE International Conference on Computer Vision, 2017
2016
Unsupervised High-level Feature Learning by Ensemble Projection for Semi-supervised Image Classification and Image Clustering.
CoRR, 2016
Leveraging single for multi-target tracking using a novel trajectory overlap affinity measure.
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the 2016 IEEE Winter Conference on Applications of Computer Vision, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
2015
Proceedings of the 2015 IEEE Winter Conference on Applications of Computer Vision Workshops, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
2012
SAR-Based Terrain Classification Using Weakly Supervised Hierarchical Markov Aspect Models.
IEEE Trans. Image Process., 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
Proceedings of the Computer Vision - ECCV 2012, 2012
2011
IEEE Geosci. Remote. Sens. Lett., 2011
Satellite Image Classification via Two-Layer Sparse Coding With Biased Image Representation.
IEEE Geosci. Remote. Sens. Lett., 2011
2010
Polarimetric SAR Image Classification Using Multifeatures Combination and Extremely Randomized Clustering Forests.
EURASIP J. Adv. Signal Process., 2010
Proceedings of the 20th International Conference on Pattern Recognition, 2010
Proceedings of the International Conference on Image Processing, 2010
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010