Yuyin Zhou
- TransUNet: Transformers Make Strong Encoders for Medical Image Segmentation
2021/02/08 by Jieneng Chen, Yongyi Lu, Chen, Jieneng +15 · 166 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Radiomics and Machine Learning in Medical Imaging
- What If We Recaption Billions of Web Images with LLaMA-3?
2024/06/12 by Xianhang Li, Xiangde Li, Haoqin Tu +22 · 2 voices · 18 citations
Computer Science · #Medical Image Segmentation Techniques #cs.CL #cs.CV
- Humanity's Last Exam
2025/01/24 by Long Phan, Phan, Long, Alice Gatti +2240 · 9 voices · 106 citations
#cs.LG #cs.AI #cs.CL
- Improving Transferability of Adversarial Examples with Input Diversity
2018/03/19 by Cihang Xie, Xie, Cihang, Zhishuai Zhang +11 · 31 citations
Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #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)
- Adversarial Examples for Semantic Segmentation and Object Detection
2017/03/24 by Cihang Xie, Xie, Cihang, Jianyu Wang +9 · 37 citations
Computer Science · #Adversarial Robustness in Machine Learning #Advanced Neural Network Applications #Anomaly Detection Techniques and Applications
- HQ-Edit: A High-Quality Dataset for Instruction-based Image Editing
2024/04/15 by Mude Hui, Hui, Mude, Siwei Yang +13 · 44 citations
Computer Science · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
- SFT or RL? An Early Investigation into Training R1-Like Reasoning Large Vision-Language Models
2025/04/10 by Haoqin Tu, Chen, Hardy, Fali Wang +12 · 81 citations
Computer Science · #Computation and Language (cs.CL) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Multi-Granularity Cross-modal Alignment for Generalized Medical Visual Representation Learning
2022/10/12 by Fuying Wang, Yuyin Zhou, Wang, Fuying +7 · 23 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Multimodal Machine Learning Applications #Domain Adaptation and Few-Shot Learning #Cancer-related molecular mechanisms research
- MedTrinity-25M: A Large-scale Multimodal Dataset with Multigranular Annotations for Medicine
2024/08/06 by Yunfei Xie, Xie, Yunfei, Ce Zhou +19 · 24 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Biomedical Text Mining and Ontologies #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Topic Modeling
- Unleashing the Potential of SAM for Medical Adaptation via Hierarchical Decoding
2024/03/27 by Zhiheng Cheng, Qingyue Wei, Cheng, Zhiheng +11 · 11 citations
Health Professions · #Artificial Intelligence in Healthcare #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Scaling Laws in Patchification: An Image Is Worth 50,176 Tokens And More
2025/02/06 by Feng Wang, Wang, Feng, Yaodong Yu +11 · 1 voice · 11 citations
Computer Science · #Advanced Neural Network Applications #Digital Media Forensic Detection #Generative Adversarial Networks and Image Synthesis #cs.CV
- Fast-DDPM: Fast Denoising Diffusion Probabilistic Models for Medical Image-to-Image Generation
2024/05/23 by Hongxu Jiang, Jiang, Hongxu, Muhammad Imran +11 · 10 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Signal Denoising Methods #Image and Video Processing (eess.IV) #Medical Image Segmentation Techniques #electronic engineering #information engineering
- More Thinking, Less Seeing? Assessing Amplified Hallucination in Multimodal Reasoning Models
2025/05/23 by Chengzhi Liu, Liu, Chengzhi, Zhongxing Xu +13 · 23 citations
Psychology · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Language, Metaphor, and Cognition
- GPT-IMAGE-EDIT-1.5M: A Million-Scale, GPT-Generated Image Dataset
2025/07/28 by Yuhan Wang, Wang, Yuhan, Siwei Yang +11 · 29 citations
Biochemistry, Genetics and Molecular Biology · Computer Science · #Cell Image Analysis Techniques #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications
- Generative Image Layer Decomposition with Visual Effects
2024/11/26 by Jinrui Yang, Yang, Jinrui, Qing Liu +17 · 10 citations
Computer Science · #Advanced Vision and Imaging
- Learning Transferable Adversarial Examples via Ghost Networks
2018/12/09 by Yingwei Li, Song Bai, Li, Yingwei +9 · 2 citations
Computer Science · #Advanced Malware Detection Techniques #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- A Survey on Latent Reasoning
2025/07/08 by Ruijie Zhu, Tianhao Peng, Zhu, Rui-Jie +59 · 16 citations
Computer Science · #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- Boosting Dermatoscopic Lesion Segmentation via Diffusion Models with Visual and Textual Prompts
2023/10/04 by Shiyi Du, Xiaosong Wang, Du, Shiyi +13 · 3 citations
Computer Science · Medicine · #AI in cancer detection #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences #Mycobacterium research and diagnosis
- Prior-aware Neural Network for Partially-Supervised Multi-Organ Segmentation
2019/04/12 by Yuyin Zhou, Zhou, Yuyin, Zhe Li +13 · 2 citations
Computer Science · Medicine · #Advanced Neural Network Applications #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Medical Image Segmentation Techniques
Complex-Edit: CoT-Like Instruction Generation for Complexity-Controllable Image Editing Benchmark
2025/04/17 by Siwei Yang, Yang, Siwei, Mude Hui +9 · 7 citations
Arts and Humanities · Computer Science · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #Digital Humanities and Scholarship #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Multimodal Machine Learning Applications- A Simple Data Mixing Prior for Improving Self-Supervised Learning
2022/06/15 by Sucheng Ren, Huiyu Wang, Ren, Sucheng +11 · 2 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
- A Preliminary Study of o1 in Medicine: Are We Closer to an AI Doctor?
2024/09/23 by Yunfei Xie, Jianzhen Wu, Xie, Yunfei +14 · 4 citations
Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences
- m1: Unleash the Potential of Test-Time Scaling for Medical Reasoning with Large Language Models
2025/04/01 by Huang, Xiaoke, Jin Wu, Hui Liu +6 · 8 citations
Computer Science · Medicine · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning in Healthcare #Topic Modeling
- MedVLThinker: Simple Baselines for Multimodal Medical Reasoning
2025/08/04 by Xiaoke Huang, Jianzhen Wu, Huang, Xiaoke +7 · 9 citations
Computer Science · #Multimodal Machine Learning Applications #Machine Learning in Healthcare #Topic Modeling
- Mamba-R: Vision Mamba ALSO Needs Registers
2024/05/23 by Wang Feng, Jiahao Wang, Wang, Feng +15 · 3 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 #Generative Adversarial Networks and Image Synthesis
- Scaling White-Box Transformers for Vision
2024/05/30 by Jinrui Yang, Yang, Jinrui, Xianhang Li +11 · 2 citations
Computer Science · Engineering · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Infrared Target Detection Methodologies #Optical measurement and interference techniques
- Knowledge or Reasoning? A Close Look at How LLMs Think Across Domains
2025/06/02 by Jianzhen Wu, Sheng Liu, Wu, Juncheng +12 · 6 citations
Business, Management and Accounting · #Big Data and Business Intelligence #Computation and Language (cs.CL) #ERP Systems Implementation and Impact #FOS: Computer and information sciences #Private Equity and Venture Capital
- Recurrent Saliency Transformation Network: Incorporating Multi-Stage Visual Cues for Small Organ Segmentation
2017/09/13 by Qihang Yu, Lingxi Xie, Yu, Qihang +9 · 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 #Medical Image Segmentation Techniques
- A New Federated Learning Framework Against Gradient Inversion Attacks
2024/12/10 by Pengxin Guo, Shuang Zeng, Guo, Pengxin +11 · 2 citations
Computer Science · #Adversarial Robustness in Machine Learning #Privacy-Preserving Technologies in Data #Cryptography and Data Security
- Sculpting Holistic 3D Representation in Contrastive Language-Image-3D Pre-training
2023/11/03 by Yipeng Gao, Gao, Yipeng, Zeyu Wang +7 · 1 citation
Computer Science · Earth and Planetary Sciences · #3D Surveying and Cultural Heritage #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Human Pose and Action Recognition #Multimodal Machine Learning Applications
- RetinaRegNet: A Zero-Shot Approach for Retinal Image Registration
2024/04/24 by Vishal Balaji Sivaraman, Sivaraman, Vishal Balaji, Muhammad Ali Imran +17 · 1 citation
Engineering · Medicine · #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Processing Techniques and Applications #Machine Learning (cs.LG) #Retinal Imaging and Analysis
- Medical Vision Generalist: Unifying Medical Imaging Tasks in Context
2024/06/08 by Sucheng Ren, Xiaoke Huang, Ren, Sucheng +13 · 1 citation
Medicine · #Radiology practices and education