Qinghua Hu
- ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
2019/10/08 by Qilong Wang, Banggu Wu, Wang, Qilong +9 · 69 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Detection and Tracking Meet Drones Challenge
2020/01/16 by Pengfei Zhu, Longyin Wen, Zhu, Pengfei +11 · 57 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #UAV Applications and Optimization #Video Surveillance and Tracking Methods
- ECA-Net: Efficient Channel Attention for Deep Convolutional Neural Networks
2020/06/01 by Qilong Wang, Banggu Wu, Pengfei Zhu +3 · 78 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning
- Drone-based RGB-Infrared Cross-Modality Vehicle Detection via Uncertainty-Aware Learning
2020/03/05 by Yiming Sun, Bing Cao, Sun, Yiming +5 · 32 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Video Surveillance and Tracking Methods #electronic engineering #information engineering
- Enhancing Geometric Factors in Model Learning and Inference for Object Detection and Instance Segmentation
2020/05/07 by Zhaohui Zheng, Zheng, Zhaohui, Ping Wang +11 · 18 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Deep Partial Multi-View Learning
2020/11/12 by Changqing Zhang, Yajie Cui, Zhang, Changqing +9 · 13 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Human Pose and Action Recognition #Machine Learning (cs.LG)
- Multi-modal Gated Mixture of Local-to-Global Experts for Dynamic Image Fusion
2023/02/02 by Yiming Sun, Sun, Yiming, Bing Cao +5 · 16 citations
Engineering · Computer Science · #Advanced Image Fusion Techniques #Image Enhancement Techniques #Photoacoustic and Ultrasonic Imaging
- Neural Blind Deconvolution Using Deep Priors
2019/08/06 by Dongwei Ren, Ren, Dongwei, Kai Zhang +7 · 11 citations
Computer Science · #Advanced Image Processing Techniques #Image and Signal Denoising Methods #Advanced Vision and Imaging
- Provable Dynamic Fusion for Low-Quality Multimodal Data
2023/06/03 by Qingyang Zhang, Haitao Wu, Zhang, Qingyang +11 · 16 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Remote-Sensing Image Classification
- Task-Customized Mixture of Adapters for General Image Fusion
2024/03/19 by Pengfei Zhu, Zhu, Pengfei, Yang Sun +5 · 13 citations
Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fairness-guided Few-shot Prompting for Large Language Models
2023/03/23 by Zhenqiang Ma, Ma, Huan, Changqing Zhang +17 · 10 citations
Computer Science · #Topic Modeling #Machine Learning and Data Classification #Natural Language Processing Techniques
- Hierarchical Classification Auxiliary Network for Time Series Forecasting
2024/05/29 by Yanru Sun, Zongxia Xie, Sun, Yanru +7 · 12 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting
- Trustworthy Multimodal Regression with Mixture of Normal-inverse Gamma Distributions
2021/11/11 by Huan Ma, Ma, Huan, Zongbo Han +9 · 5 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Machine Learning and ELM #Machine Learning and Data Classification
- Multi-Drone based Single Object Tracking with Agent Sharing Network
2020/03/16 by Pengfei Zhu, Jiayu Zheng, Zhu, Pengfei +9 · 3 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #UAV Applications and Optimization #Video Surveillance and Tracking Methods
- AMU-Tuning: Effective Logit Bias for CLIP-based Few-shot Learning
2024/04/13 by Yuwei Tang, Tang, Yuwei, Zhenyi Lin +7 · 6 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Multimodal Machine Learning Applications
- Patch-wise Structural Loss for Time Series Forecasting
2025/03/02 by Dilfira Kudrat, Zongxia Xie, Kudrat, Dilfira +6 · 11 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Detection, Tracking, and Counting Meets Drones in Crowds: A Benchmark
2021/05/06 by Longyin Wen, Dawei Du, Wen, Longyin +11 · 3 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #UAV Applications and Optimization #Video Surveillance and Tracking Methods
- PPGF: Probability Pattern-Guided Time Series Forecasting
2025/02/18 by Yanru Sun, Sun, Yanru, Zongxia Xie +6 · 9 citations
Computer Science · Decision Sciences · #FOS: Computer and information sciences #Forecasting Techniques and Applications #Machine Learning (cs.LG) #Stock Market Forecasting Methods #Time Series Analysis and Forecasting
- Every Node is Different: Dynamically Fusing Self-Supervised Tasks for Attributed Graph Clustering
2024/01/12 by Pengfei Zhu, Zhu, Pengfei, Qian Wang +7 · 4 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Recommender Systems and Techniques #Text and Document Classification Technologies
- Tuning Pre-trained Model via Moment Probing
2023/07/21 by Mingze Gao, Gao, Mingze, Qilong Wang +9 · 4 citations
Computer Science · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Topic Modeling
- HS-Diffusion: Semantic-Mixing Diffusion for Head Swapping
2022/12/13 by Qinghe Wang, Wang, Qinghe, Lijie Liu +11 · 3 citations
Computer Science · Engineering · Medicine · #AI in cancer detection #Anatomy and Medical Technology #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fetal and Pediatric Neurological Disorders
- Conditional Controllable Image Fusion
2024/11/03 by Bing Cao, Xingxin Xu, Cao, Bing +7 · 5 citations
Computer Science · Engineering · #Advanced Image Fusion Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Medical Image Segmentation Techniques #Remote-Sensing Image Classification #electronic engineering #information engineering
- T-SVDNet: Exploring High-Order Prototypical Correlations for Multi-Source Domain Adaptation
2021/07/30 by Ruihuang Li, Li, Ruihuang, Xu Jia +7 · 2 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Exploring Diverse Representations for Open Set Recognition
2024/01/12 by Yu Wang, Wang, Yu, Junxian Mu +5 · 3 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning and Algorithms
- Learning Pattern-Specific Experts for Time Series Forecasting Under Patch-level Distribution Shift
2024/10/13 by Yanru Sun, Zongxia Xie, Sun, Yanru +9 · 4 citations
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Neural Networks and Applications #Time Series Analysis and Forecasting
- Predictive Dynamic Fusion
2024/06/07 by Bing Cao, Yinan Xia, Cao, Bing +7 · 3 citations
Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
- Fuzzy Rough Set Based Feature Selection for Large-Scale Hierarchical Classification
2019/01/24 by Hong Zhao, Ping Wang, Qinghua Hu +1 · 1 citation
Computer Science · #Image Retrieval and Classification Techniques #Rough Sets and Fuzzy Logic #Text and Document Classification Technologies
- Out-Of-Distribution Detection with Diversification (Provably)
2024/11/21 by Haiyun Yao, Zongbo Han, Yao, Haiyun +9 · 4 citations
Computer Science · Decision Sciences · Engineering · #Advanced Statistical Process Monitoring #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fault Detection and Control Systems #Machine Learning (cs.LG)
- Single Object Tracking Research: A Survey
2022/04/25 by Ruize Han, Han, Ruize, Wei Feng +5 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Video Surveillance and Tracking Methods #Visual Attention and Saliency Detection
- Expert Training: Task Hardness Aware Meta-Learning for Few-Shot Classification
2020/07/13 by Yucan Zhou, Zhou, Yucan, Yu Wang +9 · 2 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 #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Data Classification
- Asymmetric Reinforcing against Multi-modal Representation Bias
2025/01/02 by Xiyuan Gao, Gao, Xiyuan, Bing Cao +7 · 3 citations
Engineering · #BIM and Construction Integration #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Manufacturing Process and Optimization
- Spurious Feature Eraser: Stabilizing Test-Time Adaptation for Vision-Language Foundation Model
2024/03/01 by Zhenqiang Ma, Yan Zhu, Ma, Huan +13 · 1 citation
Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Drone-based Joint Density Map Estimation, Localization and Tracking with Space-Time Multi-Scale Attention Network
2019/12/04 by Longyin Wen, Dawei Du, Wen, Longyin +11 · 2 citations
Computer Science · Engineering · #Video Surveillance and Tracking Methods #Advanced Neural Network Applications #Robotics and Sensor-Based Localization
- Socialized Learning: A Survey of the Paradigm Shift for Edge Intelligence in Networked Systems
2024/04/20 by Xiaofei Wang, Wang, Xiaofei, Yunfeng Zhao +7 · 1 citation
Computer Science · Social Sciences · #FOS: Computer and information sciences #Impact of Technology on Adolescents #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Networking and Internet Architecture (cs.NI) #Online Learning and Analytics
- Domain-Division based Progressive Learning for Source-Free Domain Adaptation
2026/07/31 by Pan Liu, Jing Li, Meng Zhao +3
Computer Science · #cs.CV
- LFM: Leveraging Foundation Models for Source-Free Universal Domain Adaptation
2026/07/20 by Jing Li, Pan Liu, Meng Zhao +7
#cs.CV #cs.LG #cs.MM