Yizhou Yu
- Visual Saliency Based on Multiscale Deep Features
2015/03/30 by Guanbin Li, Li, Guanbin, Yizhou Yu +1 · 24 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
- nnFormer: Interleaved Transformer for Volumetric Segmentation
2021/09/07 by Hong-Yu Zhou, Jiansen Guo, Zhou, Hong-Yu +9 · 25 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- nnFormer: Volumetric Medical Image Segmentation via a 3D Transformer
2023/01/01 by Hong-Yu Zhou, Jiansen Guo, Yinghao Zhang +4 · 20 citations
Computer Science · Engineering · Medicine · #Advanced Neural Network Applications #Medical Imaging and Analysis #Radiomics and Machine Learning in Medical Imaging
- Neural Style Transfer: A Review
2017/05/11 by Yongcheng Jing, Yezhou Yang, Jing, Yongcheng +9 · 9 citations
Computer Science · #Computer Graphics and Visualization Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Generative Adversarial Networks and Image Synthesis #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Machine Learning (stat.ML) #Neural and Evolutionary Computing (cs.NE) #electronic engineering #information engineering
- A Survey on Graph Neural Networks and Graph Transformers in Computer Vision: A Task-Oriented Perspective
2022/09/27 by Chaoqi Chen, Yushuang Wu, Chen, Chaoqi +13 · 16 citations
Computer Science · #Advanced Graph Neural Networks #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Graph Theory and Algorithms #Machine Learning (cs.LG) #Multimodal Machine Learning Applications
- Advancing Radiograph Representation Learning with Masked Record Modeling
2023/01/30 by Hong-Yu Zhou, Chenyu Lian, Zhou, Hong-Yu +5 · 9 citations
Medicine · #COVID-19 diagnosis using AI #Radiomics and Machine Learning in Medical Imaging #Lung Cancer Diagnosis and Treatment
- Transductive Zero-Shot Learning with Visual Structure Constraint
2019/01/06 by Ziyu Wan, Dongdong Chen, Wan, Ziyu +11 · 5 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 #Multimodal Machine Learning Applications
- Motion Guided Attention for Video Salient Object Detection
2019/09/16 by Haofeng Li, Guanqi Chen, Li, Haofeng +5 · 5 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Visual Attention and Saliency Detection
- VLN-R1: Vision-Language Navigation via Reinforcement Fine-Tuning
2025/06/20 by Zhangyang Qi, Zhixiong Zhang, Qi, Zhangyang +7 · 27 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Speech and dialogue systems
- Borrowing Treasures from the Wealthy: Deep Transfer Learning through Selective Joint Fine-tuning
2017/02/28 by Weifeng Ge, Ge, Weifeng, Yizhou Yu +1 · 3 citations
Computer Science · #Domain Adaptation and Few-Shot Learning #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications
- Domain Generalization on Medical Imaging Classification using Episodic Training with Task Augmentation
2021/06/13 by Chenxin Li, Qi Qi, Li, Chenxin +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Cancer-related molecular mechanisms research #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- PCRLv2: A Unified Visual Information Preservation Framework for Self-supervised Pre-training in Medical Image Analysis
2023/01/02 by Hong-Yu Zhou, Chixiang Lu, Zhou, Hong-Yu +7 · 5 citations
Computer Science · Medicine · #AI in cancer detection #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)
- A Structure-Aware Relation Network for Thoracic Diseases Detection and Segmentation
2021/04/21 by Jie Lian, Jingyu Liu, Lian, Jie +11 · 3 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) #Lung Cancer Diagnosis and Treatment #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- EGC: Image Generation and Classification via a Diffusion Energy-Based Model
2023/04/04 by Qiushan Guo, Guo, Qiushan, Chuofan Ma +9 · 4 citations
Computer Science · #Adversarial Robustness in Machine Learning #Generative Adversarial Networks and Image Synthesis #Digital Media Forensic Detection
- A Transformer-based representation-learning model with unified processing of multimodal input for clinical diagnostics
2023/06/01 by Hong-Yu Zhou, Yizhou Yu, Zhou, Hong-Yu +17 · 4 citations
Medicine · Computer Science · #COVID-19 diagnosis using AI #Machine Learning in Healthcare
- Relationship-Embedded Representation Learning for Grounding Referring Expressions
2019/06/11 by Sibei Yang, Guanbin Li, Yang, Sibei +3 · 3 citations
Computer Science · #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- Automatic Photo Adjustment Using Deep Neural Networks
2014/12/24 by Zhicheng Yan, Hao Zhang, Yan, Zhicheng +7 · 1 voice · 1 citation
Computer Science · Engineering · #Advanced Image and Video Retrieval Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Graphics (cs.GR) #Image Enhancement Techniques #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Visual Attention and Saliency Detection #cs.CV #cs.GR #cs.LG #eess.IV #electronic engineering #information engineering
- DreamDA: Generative Data Augmentation with Diffusion Models
2024/03/19 by Yunxiang Fu, Fu, Yunxiang, Chaoqi Chen +5 · 4 citations
Computer Science · Decision Sciences · #Advanced Database Systems and Queries #Big Data Technologies and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Music and Audio Processing
- SDR-Former: A Siamese Dual-Resolution Transformer for Liver Lesion Classification Using 3D Multi-Phase Imaging
2024/02/27 by Meng Lou, Lou, Meng, Hanning Ying +9 · 4 citations
Biochemistry, Genetics and Molecular Biology · Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Hepatocellular Carcinoma Treatment and Prognosis #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #Radiomics and Machine Learning in Medical Imaging #Spectroscopy Techniques in Biomedical and Chemical Research #electronic engineering #information engineering
- SegMAN: Omni-scale Context Modeling with State Space Models and Local Attention for Semantic Segmentation
2024/12/16 by Yunxiang Fu, Meng Lou, Fu, Yunxiang +3 · 5 citations
Computer Science · #Topic Modeling #Recommender Systems and Techniques #Machine Learning and Data Classification
- FastFCN: Rethinking Dilated Convolution in the Backbone for Semantic Segmentation
2019/03/28 by Huikai Wu, Junge Zhang, Wu, Huikai +7 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- Diagnose Like a Radiologist: Hybrid Neuro-Probabilistic Reasoning for Attribute-Based Medical Image Diagnosis
2022/08/19 by Gangming Zhao, Quanlong Feng, Zhao, Gangming +7 · 2 citations
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #AI in cancer detection #COVID-19 diagnosis using AI
- The long-term health outcomes, pathophysiological mechanisms and multidisciplinary management of long COVID
2023/11/01 by Jingwei Li, Yun Zhou, Jiechao Ma +6 · 1 voice · 2 citations
Medicine · Psychology · #COVID-19 Clinical Research Studies #COVID-19 and Mental Health #Long-Term Effects of COVID-19
- Protein Secondary Structure Prediction Using Cascaded Convolutional and Recurrent Neural Networks
2016/04/25 by Zhen Li, Yizhou Yu, Li, Zhen +1 · 1 citation
Biochemistry, Genetics and Molecular Biology · Materials Science · #Artificial Intelligence (cs.AI) #Biomolecules (q-bio.BM) #Enzyme Structure and Function #FOS: Biological sciences #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Bioinformatics #Neural and Evolutionary Computing (cs.NE) #Protein Structure and Dynamics #Quantitative Methods (q-bio.QM)
- Multi-source weak supervision for saliency detection
2019/04/01 by Yu Zeng, Zeng, Yu, Yunzhi Zhuge +9 · 1 citation
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image and Video Quality Assessment #Visual Attention and Saliency Detection
- Few-shot Medical Image Segmentation using a Global Correlation Network with Discriminative Embedding
2020/12/10 by Liyan Sun, Chenxin Li, Sun, Liyan +9 · 1 citation
Medicine · Computer Science · #Radiomics and Machine Learning in Medical Imaging #Advanced Neural Network Applications #Medical Image Segmentation Techniques
- Cross-Modal Self-Attention with Multi-Task Pre-Training for Medical Visual Question Answering
2021/05/01 by Haifan Gong, Gong, Haifan, Guanqi Chen +7 · 1 citation
Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimedia (cs.MM) #Multimodal Machine Learning Applications
- Uncertainty Estimation of Large Language Models in Medical Question Answering
2024/07/11 by Jiaxin Wu, Yizhou Yu, Wu, Jiaxin +3 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Expert finding and Q&A systems #FOS: Computer and information sciences #Topic Modeling
- GraphFPN: Graph Feature Pyramid Network for Object Detection
2021/08/02 by Gangming Zhao, Weifeng Ge, Zhao, Gangming +3 · 1 citation
Computer Science · Neuroscience · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Brain Tumor Detection and Classification #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- PointMatch: A Consistency Training Framework for Weakly Supervised Semantic Segmentation of 3D Point Clouds
2022/02/22 by Yushuang Wu, Zizheng Yan, Wu, Yushuang +11 · 1 citation
Earth and Planetary Sciences · Engineering · Environmental Science · #3D Shape Modeling and Analysis #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Remote Sensing and LiDAR Applications
- RankDNN: Learning to Rank for Few-shot Learning
2022/11/28 by Qianyu Guo, Hongtong Gong, Guo, Qianyu +11 · 1 citation
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 #Multimodal Machine Learning Applications
- UNet-2022: Exploring Dynamics in Non-isomorphic Architecture
2022/10/27 by Jiansen Guo, Hong-Yu Zhou, Guo, Jiansen +5 · 1 citation
Computer Science · Materials Science · Medicine · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning in Materials Science #Radiomics and Machine Learning in Medical Imaging #electronic engineering #information engineering
- FedDiv: Collaborative Noise Filtering for Federated Learning with Noisy Labels
2023/12/19 by Jichang Li, Guanbin Li, Li, Jichang +7 · 1 citation
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning and Data Classification