Xiantong Zhen

1. Implicit Diffusion Models for Continuous Super-Resolution
   2023/03/29 by Sicheng Gao, Gao, Sicheng, Xuhui Liu +15 · 28 citations
   Computer Science · Engineering · #Advanced Image Processing Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Image and Signal Denoising Methods
2. Knowledge-Aware Prompt Tuning for Generalizable Vision-Language Models
   2023/08/22 by Baoshuo Kan, Teng Wang, Kan, Baoshuo +9 · 9 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques
3. LifeLonger: A Benchmark for Continual Disease Classification
   2022/04/12 by Mohammad Mahdi Derakhshani, Ivona Najdenkoska, Derakhshani, Mohammad Mahdi +11 · 5 citations
   Computer Science · Medicine · #68T07 #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
4. Meta Learning to Bridge Vision and Language Models for Multimodal Few-Shot Learning
   2023/02/28 by Ivona Najdenkoska, Xiantong Zhen, Najdenkoska, Ivona +3 · 4 citations
   Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning
5. Learning to Generalize across Domains on Single Test Samples
   2022/02/16 by Zehao Xiao, Xiao, Zehao, Xiantong Zhen +5 · 2 citations
   Computer Science · Biochemistry, Genetics and Molecular Biology · #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
6. Learning to Learn Kernels with Variational Random Features
   2020/06/11 by Xiantong Zhen, Zhen, Xiantong, Haoliang Sun +11 · 2 citations
   Biochemistry, Genetics and Molecular Biology · Computer Science · #Cancer-related molecular mechanisms research #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and ELM
7. Kernel Continual Learning
   2021/07/12 by Mahammad Mahdi Derakhshani, Derakhshani, Mohammad Mahdi, Xiantong Zhen +5 · 2 citations
   Computer Science · #Domain Adaptation and Few-Shot Learning
8. Crowd Counting and Density Estimation by Trellis Encoder-Decoder Network
   2019/03/03 by Xiaolong Jiang, Jiang, Xiaolong, Zehao Xiao +11 · 2 citations
   Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #Evacuation and Crowd Dynamics #FOS: Computer and information sciences #Video Surveillance and Tracking Methods
9. Variational Topic Inference for Chest X-Ray Report Generation
   2021/07/15 by Ivona Najdenkoska, Xiantong Zhen, Najdenkoska, Ivona +5 · 1 citation
   Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling #electronic engineering #information engineering
10. MetaKernel: Learning Variational Random Features with Limited Labels
    2021/05/08 by Yingjun Du, Haoliang Sun, Du, Yingjun +11 · 1 citation
    Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #COVID-19 diagnosis using AI #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)
11. Multi-Task Neural Processes
    2021/11/10 by Jiayi Shen, Shen, Jiayi, Xiantong Zhen +5 · 1 citation
    Computer Science · #Adversarial Robustness in Machine Learning #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Gaussian Processes and Bayesian Inference #Machine Learning (cs.LG)
12. FCNet: A Convolutional Neural Network for Arbitrary-Length Exposure Estimation
    2022/03/05 by Liang, Jin, Yang, Yuchen, Anran Zhang +7 · 1 citation
    Computer Science · Engineering · #Image Enhancement Techniques #Image Processing Techniques and Applications #Advanced Neural Network Applications
13. MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks
    2023/05/17 by Wenfang Sun, Yingjun Du, Sun, Wenfang +9 · 1 citation
    Computer Science · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Multimodal Machine Learning Applications
14. Energy-Based Test Sample Adaptation for Domain Generalization
    2023/02/22 by Zehao Xiao, Xiao, Zehao, Xiantong Zhen +5 · 1 citation
    Computer Science · Medicine · #Domain Adaptation and Few-Shot Learning #COVID-19 diagnosis using AI #Topic Modeling
15. EMO: Episodic Memory Optimization for Few-Shot Meta-Learning
    2023/06/08 by Yingjun Du, Du, Yingjun, Jiayi Shen +5 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
16. HYDEN: Hyperbolic Density Representations for Medical Images and Reports
    2024/08/19 by Zhi Qiao, Linbin Han, Qiao, Zhi +7 · 1 citation
    Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.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) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering