Dengxin Dai
- Semantic Foggy Scene Understanding with Synthetic Data
2018/03/23 by Christos Sakaridis, Dengxin Dai, Luc Van Gool · 42 citations
Computer Science · Environmental Science · #Flood Risk Assessment and Management #Image Enhancement Techniques #Video Surveillance and Tracking Methods
- Motion Transformer with Global Intention Localization and Local Movement Refinement
2022/09/27 by Shaoshuai Shi, Li Jiang, Shi, Shaoshuai +5 · 38 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- End-to-End Urban Driving by Imitating a Reinforcement Learning Coach
2021/08/18 by Zhejun Zhang, Zhang, Zhejun, Alexander Liniger +7 · 30 citations
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Advanced Neural Network Applications #Reinforcement Learning in Robotics
- DAFormer: Improving Network Architectures and Training Strategies for Domain-Adaptive Semantic Segmentation
2021/11/29 by Lukas Hoyer, Hoyer, Lukas, Dengxin Dai +3 · 23 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- MTR++: Multi-Agent Motion Prediction with Symmetric Scene Modeling and Guided Intention Querying
2023/06/30 by Shaoshuai Shi, Shi, Shaoshuai, Li Jiang +5 · 26 citations
Computer Science · Engineering · #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- MIC: Masked Image Consistency for Context-Enhanced Domain Adaptation
2022/12/02 by Lukas Hoyer, Hoyer, Lukas, Dengxin Dai +5 · 21 citations
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications #COVID-19 diagnosis using AI
- Fog Simulation on Real LiDAR Point Clouds for 3D Object Detection in Adverse Weather
2021/08/11 by Martin Hahner, Christos Sakaridis, Hahner, Martin +5 · 10 citations
Physics and Astronomy · Computer Science · Environmental Science · #Advanced Optical Sensing Technologies #Advanced Neural Network Applications #Remote Sensing and LiDAR Applications
- Model Adaptation with Synthetic and Real Data for Semantic Dense Foggy\n Scene Understanding
2018/08/03 by Christos Sakaridis, Sakaridis, Christos, Dengxin Dai +5 · 4 citations
Computer Science · Earth and Planetary Sciences · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Enhancement Techniques #Meteorological Phenomena and Simulations
- Map-Guided Curriculum Domain Adaptation and Uncertainty-Aware Evaluation for Semantic Nighttime Image Segmentation
2020/05/28 by Christos Sakaridis, Dengxin Dai, Sakaridis, Christos +3 · 4 citations
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Video Surveillance and Tracking Methods #Remote-Sensing Image Classification
- HGFormer: Hierarchical Grouping Transformer for Domain Generalized Semantic Segmentation
2023/05/22 by Jian Ding, Nan Xue, Ding, Jian +7 · 6 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Revisiting Consistency Regularization for Semi-Supervised Learning
2022/12/07 by Yue Fan, Anna Kukleva, Dengxin Dai +1 · 5 citations
- Domain Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
2021/04/28 by Qin Wang, Wang, Qin, Dengxin Dai +7 · 4 citations
Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Domain Adaptive and Generalizable Network Architectures and Training Strategies for Semantic Image Segmentation
2023/04/26 by Lukas Hoyer, Hoyer, Lukas, Dengxin Dai +3 · 5 citations
Computer Science · Medicine · #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Ret3D: Rethinking Object Relations for Efficient 3D Object Detection in Driving Scenes
2022/08/18 by Yuhuan Wu, Wu, Yu-Huan, Da Zhang +11 · 4 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Video Surveillance and Tracking Methods #Autonomous Vehicle Technology and Safety
- Is Image Super-resolution Helpful for Other Vision Tasks?
2015/09/23 by Dengxin Dai, Yujian Wang, Dai, Dengxin +5 · 2 citations
Computer Science · Engineering · #Advanced Image Processing Techniques #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications
- MTR-A: 1st Place Solution for 2022 Waymo Open Dataset Challenge -- Motion Prediction
2022/09/20 by Shaoshuai Shi, Shi, Shaoshuai, Li Jiang +5 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications #Video Analysis and Summarization
- MICDrop: Masking Image and Depth Features via Complementary Dropout for Domain-Adaptive Semantic Segmentation
2024/08/29 by Linyan Yang, Lukas Hoyer, Yang, Linyan +15 · 5 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Industrial Vision Systems and Defect Detection
- Three Ways to Improve Semantic Segmentation with Self-Supervised Depth\n Estimation
2020/12/19 by Lukas Hoyer, Dengxin Dai, Hoyer, Lukas +9 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Infrastructure Maintenance and Monitoring
- Improving Semi-Supervised and Domain-Adaptive Semantic Segmentation with Self-Supervised Depth Estimation
2021/08/28 by Lukas Hoyer, Hoyer, Lukas, Dengxin Dai +7 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Domain Adaptation and Few-Shot Learning #Image Processing Techniques and Applications
- CoSSL: Co-Learning of Representation and Classifier for Imbalanced Semi-Supervised Learning
2021/12/08 by Yue Fan, Dengxin Dai, Fan, Yue +3 · 2 citations
Computer Science · Health Professions · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #Digital Imaging for Blood Diseases #FOS: Computer and information sciences #Imbalanced Data Classification Techniques #Machine Learning (cs.LG)
- Both Style and Fog Matter: Cumulative Domain Adaptation for Semantic Foggy Scene Understanding
2021/12/01 by Xianzheng Ma, Zhixiang Wang, Ma, Xianzheng +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques
- Pix2NeRF: Unsupervised Conditional π-GAN for Single Image to Neural Radiance Fields Translation
2022/02/26 by Shengqu Cai, Anton Obukhov, Cai, Shengqu +5 · 2 citations
Computer Science · #Advanced Vision and Imaging #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Graphics (cs.GR) #Machine Learning (cs.LG)
- Bi-level Alignment for Cross-Domain Crowd Counting
2022/05/12 by Shenjian Gong, Shanshan Zhang, Gong, Shenjian +7 · 2 citations
Computer Science · Social Sciences · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Video Surveillance and Tracking Methods
- Object-centric Cross-modal Feature Distillation for Event-based Object Detection
2023/11/09 by Lei Li, Alexander Liniger, Li, Lei +9 · 2 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Robotics (cs.RO) #Stochastic Gradient Optimization Techniques
- End-to-End Learning of Driving Models with Surround-View Cameras and\n Route Planners
2018/03/27 by Simon Hecker, Dengxin Dai, Hecker, Simon +3 · 1 citation
Computer Science · Engineering · #Advanced Neural Network Applications #Autonomous Vehicle Technology and Safety #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
- Unified Hypersphere Embedding for Speaker Recognition
2018/07/22 by Mahdi Hajibabaei, Hajibabaei, Mahdi, Dengxin Dai +1 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Audio and Speech Processing (eess.AS) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Music and Audio Processing #Sound (cs.SD) #Speech Recognition and Synthesis #Speech and Audio Processing #electronic engineering #information engineering
- Self-supervised Pre-training with Masked Shape Prediction for 3D Scene Understanding
2023/05/08 by Li Jiang, Jiang, Li, Zetong Yang +9 · 1 citation
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition
- Sound and Visual Representation Learning with Multiple Pretraining Tasks
2022/01/04 by Arun Balajee Vasudevan, Dengxin Dai, Vasudevan, Arun Balajee +3 · 1 citation
Arts and Humanities · Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Diverse Musicological Studies #FOS: Computer and information sciences #Multimedia (cs.MM) #Music and Audio Processing #Speech and Audio Processing
- Benchmarking the Robustness of LiDAR Semantic Segmentation Models
2023/01/03 by Yan Xu, Chaoda Zheng, Yan, Xu +8 · 1 citation
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- FreePoint: Unsupervised Point Cloud Instance Segmentation
2023/05/11 by Zhikai Zhang, Jian Ding, Zhang, Zhikai +7 · 1 citation
Computer Science · Earth and Planetary Sciences · Engineering · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing and 3D Reconstruction
- Learning Accurate, Comfortable and Human-like Driving
2019/03/26 by Simon Hecker, Hecker, Simon, Dengxin Dai +3 · 1 citation
Engineering · Computer Science · #Autonomous Vehicle Technology and Safety #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
- SSB: Simple but Strong Baseline for Boosting Performance of Open-Set Semi-Supervised Learning
2023/11/17 by Yue Fan, Anna Kukleva, Fan, Yue +5 · 1 citation
Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #Anomaly Detection Techniques and Applications #COVID-19 diagnosis using AI
- GaVS: 3D-Grounded Video Stabilization via Temporally-Consistent Local Reconstruction and Rendering
2025/06/30 by Zinuo You, Stamatios Georgoulis, You, Zinuo +7 · 1 voice · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #cs.CV #cs.GR