Shen, Furao
- Image Data Augmentation for Deep Learning: A Survey
2022/04/19 by Suorong Yang, Yang, Suorong, Weikang Xiao +9 · 20 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Operation-aware Neural Networks for User Response Prediction
2019/04/02 by Yi Yang, Baile Xu, Yang, Yi +5 · 3 citations
Computer Science · #Recommender Systems and Techniques #Image and Video Quality Assessment #Data Stream Mining Techniques
- A CLIP-Powered Framework for Robust and Generalizable Data Selection
2024/10/15 by Yang, Suorong, Peng Ye, Wanli Ouyang +6 · 11 citations
Computer Science · #Fuzzy Logic and Control Systems
- EntAugment: Entropy-Driven Adaptive Data Augmentation Framework for Image Classification
2024/09/10 by Suorong Yang, Furao Shen, Yang, Suorong +3 · 7 citations
Computer Science · #Neural Networks and Applications
- AdaAugment: A Tuning-Free and Adaptive Approach to Enhance Data Augmentation
2024/05/19 by Suorong Yang, Peijia Li, Yang, Suorong +7 · 4 citations
Computer Science · Engineering · #Advanced Data Storage Technologies #Advanced Database Systems and Queries #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Traffic Prediction and Management Techniques
- Not All Data Matters: An End-to-End Adaptive Dataset Pruning Framework for Enhancing Model Performance and Efficiency
2023/12/09 by Yang, Suorong, Yang, Hongchao, Guo, Suhan +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Faster and Simpler Siamese Network for Single Object Tracking
2021/05/07 by Shaokui Jiang, Jiang, Shaokui, Baile Xu +5 · 1 citation
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Fire Detection and Safety Systems #Human Pose and Action Recognition #Video Surveillance and Tracking Methods
- Region-Guided Attack on the Segment Anything Model (SAM)
2024/11/05 by Xiaoliang Liu, Furao Shen, Liu, Xiaoliang +3 · 2 citations
Business, Management and Accounting · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data and Business Intelligence #Business Process Modeling and Analysis #Computer Vision and Pattern Recognition (cs.CV) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Personal Information Management and User Behavior
- AdvMask: A Sparse Adversarial Attack Based Data Augmentation Method for Image Classification
2022/11/29 by Suorong Yang, Jinqiao Li, Yang, Suorong +5 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- RAM: Replace Attention with MLP for Efficient Multivariate Time Series Forecasting
2024/10/31 by Suhan Guo, Guo, Suhan, Jiahong Deng +9 · 1 citation
Computer Science · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Time Series Analysis and Forecasting