Wenhui Zhu
- DGR-MIL: Exploring Diverse Global Representation in Multiple Instance Learning for Whole Slide Image Classification
2024/07/04 by Wenhui Zhu, Zhu, Wenhui, Xiwen Chen +9 · 8 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 #FOS: Electrical engineering #Image Retrieval and Classification Techniques #Image and Video Processing (eess.IV) #electronic engineering #information engineering
- Automatic Commit Message Generation: A Critical Review and Directions for Future Work
2024/04/01 by Yuxia Zhang, Zhiqing Qiu, Klaas-Jan Stol +4 · 5 citations
- SelfReg-UNet: Self-Regularized UNet for Medical Image Segmentation
2024/06/21 by Wenhui Zhu, Xiwen Chen, Zhu, Wenhui +11 · 5 citations
Computer Science · Medicine · #AI in cancer detection #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- nnMobileNet: Rethinking CNN for Retinopathy Research
2023/06/02 by Wenhui Zhu, Zhu, Wenhui, Peijie Qiu +9 · 4 citations
Medicine · #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) #Retinal Imaging and Analysis #Retinal and Optic Conditions #electronic engineering #information engineering
- Optimal Transport Guided Unsupervised Learning for Enhancing low-quality Retinal Images
2023/02/06 by Wenhui Zhu, Zhu, Wenhui, Peijie Qiu +9 · 2 citations
Medicine · Neuroscience · Computer Science · #Retinal Imaging and Analysis #Brain Tumor Detection and Classification #Advanced Image Processing Techniques
- RetinalGPT: A Retinal Clinical Preference Conversational Assistant Powered by Large Vision-Language Models
2025/03/06 by Wenhui Zhu, Xin Li, Zhu, Wenhui +19 · 6 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Retinal Imaging and Analysis
- Toward Effective Reinforcement Learning Fine-Tuning for Medical VQA in Vision-Language Models
2025/05/20 by Wenhui Zhu, Zhu, Wenhui, Xuanzhao Dong +15 · 5 citations
Neuroscience · #Artificial Intelligence (cs.AI) #Brain Tumor Detection and Classification #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences
- Context-Aware Optimal Transport Learning for Retinal Fundus Image Enhancement
2024/09/12 by Vamsi Krishna Vasa, Peijie Qiu, Vasa, Vamsi Krishna +9 · 3 citations
Computer Science · Medicine · Neuroscience · #Computer Vision and Pattern Recognition (cs.CV) #EEG and Brain-Computer Interfaces #FOS: Computer and information sciences #FOS: Electrical engineering #Gaze Tracking and Assistive Technology #Image and Video Processing (eess.IV) #Retinal Imaging and Analysis #electronic engineering #information engineering
- AMG: Avatar Motion Guided Video Generation
2024/09/02 by Zhangsihao Yang, Mengyi Shan, Yang, Zhangsihao +11 · 1 citation
Computer Science · Engineering · #3D Shape Modeling and Analysis #Artificial Intelligence (cs.AI) #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graphics (cs.GR) #Human Motion and Animation
- Talk Before You Retrieve: Agent-Led Discussions for Better RAG in Medical QA
2025/04/30 by Dong, Xuanzhao, Wenhui Zhu, Zhu, Wenhui +11 · 2 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Text Readability and Simplification
- SMAC-Hard: Enabling Mixed Opponent Strategy Script and Self-play on SMAC
2024/12/23 by Yue Deng, Yu Yan, Deng, Yue +10 · 1 citation
Computer Science · #Neural Networks and Applications
- Multimodal Variational Autoencoder: a Barycentric View
2024/12/29 by Peijie Qiu, Wenhui Zhu, Qiu, Peijie +15 · 1 citation
Computer Science · #Neural Networks and Applications
- LatentMT: Machine Translation with Latent Reasoning
2026/07/21 by Wei-Rui Chen, Samar M. Magdy, Chiyu Zhang +3
#cs.CL #cs.AI #cs.LG