Pengfei Xu
- Benchmarking State-of-the-Art Deep Learning Software Tools
2016/08/25 by Shaohuai Shi, Qiang Wang, Shi, Shaohuai +5 · 1 voice · 6 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Ferroelectric and Negative Capacitance Devices
- Multi-source Distilling Domain Adaptation
2019/11/22 by Sicheng Zhao, Zhao, Sicheng, Guangzhi Wang +17 · 6 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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Drawing Early-Bird Tickets: Towards More Efficient Training of Deep Networks
2019/09/26 by Haoran You, Chaojian Li, You, Haoran +15 · 6 citations
Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
- An End-to-End Visual-Audio Attention Network for Emotion Recognition in User-Generated Videos
2020/02/12 by Sicheng Zhao, Yunsheng Ma, Zhao, Sicheng +15 · 3 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Human-Computer Interaction (cs.HC) #Multimedia (cs.MM) #Music and Audio Processing #Video Analysis and Summarization
- Multi-source Domain Adaptation in the Deep Learning Era: A Systematic Survey
2020/02/26 by Sicheng Zhao, Zhao, Sicheng, Bo Li +7 · 3 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) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Emotion-Based End-to-End Matching Between Image and Music in Valence-Arousal Space
2020/08/22 by Sicheng Zhao, Yaxian Li, Zhao, Sicheng +11 · 2 citations
Computer Science · Psychology · #Music and Audio Processing #Speech and Audio Processing #Emotion and Mood Recognition
- More is Better: Deep Domain Adaptation with Multiple Sources
2024/05/01 by Sicheng Zhao, Zhao, Sicheng, Hui Chen +7 · 4 citations
Computer Science · #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
- Phagocytosis of Microglia in the Central Nervous System Diseases
2014/01/07 by Ruying Fu, Qingyu Shen, Pengfei Xu +2 · 1 citation
- ROAM: Recurrently Optimizing Tracking Model
2019/07/28 by Tianyu Yang, Yang, Tianyu, Pengfei Xu +7 · 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
- Supervised Learning Based Algorithm Selection for Deep Neural Networks
2017/02/10 by Shaohuai Shi, Pengfei Xu, Shi, Shaohuai +3 · 1 voice
Computer Science · #Advanced Neural Network Applications #Machine Learning and Data Classification #Machine Learning and ELM #cs.DC #cs.LG
- Emotional Semantics-Preserved and Feature-Aligned CycleGAN for Visual Emotion Adaptation
2020/11/25 by Sicheng Zhao, Xuanbai Chen, Zhao, Sicheng +17 · 1 citation
Computer Science · Psychology · #Domain Adaptation and Few-Shot Learning #Emotion and Mood Recognition #Sentiment Analysis and Opinion Mining
- FRI-Net: Floorplan Reconstruction via Room-wise Implicit Representation
2024/07/15 by Honghao Xu, Juzhan Xu, Xu, Honghao +9 · 2 citations
Computer Science · Engineering · #Advanced Vision and Imaging #Advancements in Photolithography Techniques
- MoGraphGPT: Creating Interactive Scenes Using Modular LLM and Graphical Control
2025/02/07 by Hui Ye, Chufeng Xiao, Ye, Hui +7 · 2 citations
Computer Science · #Semantic Web and Ontologies #Natural Language Processing Techniques #Topic Modeling
- Large-scale road network partitioning: a deep learning method based on convolutional autoencoder model
2024/09/08 by Pengfei Xu, Xu, Pengfei, Weifeng Li +5 · 1 citation
Engineering · #FOS: Electrical engineering #Systems and Control (eess.SY) #Traffic Prediction and Management Techniques #electronic engineering #information engineering
- Next Point-of-interest (POI) Recommendation Model Based on Multi-modal Spatio-temporal Context Feature Embedding
2025/08/29 by Lingyu Zhang, Pengfei Xu, Zhang, Lingyu +10 · 1 citation
Computer Science · Social Sciences · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Geographic Information Systems Studies #Information Retrieval (cs.IR) #Recommender Systems and Techniques