Hou, Junlin
- Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision
2023/01/22 by Jilan Xu, Xu, Jilan, Junlin Hou +11 · 11 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping
2022/05/27 by Jilan Xu, Xu, Jilan, Junlin Hou +13 · 3 citations
Computer Science · Medicine · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #COVID-19 diagnosis using AI #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences
- Self-eXplainable AI for Medical Image Analysis: A Survey and New Outlooks
2024/10/03 by Hou, Junlin, Liu, Sicen, Bie, Yequan +4 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images
2022/11/26 by Junlin Hou, Jilan Xu, Hou, Junlin +15 · 3 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Glaucoma and retinal disorders #Retinal Diseases and Treatments #Retinal Imaging and Analysis
- EgoExo-Gen: Ego-centric Video Prediction by Watching Exo-centric Videos
2025/04/16 by Xu, Jilan, Huang, Yifei, Pei, Baoqi +6 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Retrieval-Augmented Egocentric Video Captioning
2024/01/01 by Xu, Jilan, Huang, Yifei, Hou, Junlin +4 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- A Versatile Pathology Co-pilot via Reasoning Enhanced Multimodal Large Language Model
2025/07/23 by Xu, Zhe, Liu, Ziyi, Hou, Junlin +13 · 4 citations
#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) #electronic engineering #information engineering
- QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis
2024/04/08 by Junlin Hou, Jilan Xu, Hou, Junlin +5 · 2 citations
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Retinal Imaging and Analysis
- Segment Anything in Pathology Images with Natural Language
2025/06/26 by Zhixuan Chen, Junlin Hou, Chen, Zhixuan +14 · 3 citations
Computer Science · #AI in cancer detection
- Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis
2024/04/09 by Junlin Hou, Hou, Junlin, Jilan Xu +3 · 1 citation
Medicine · #Computer Vision and Pattern Recognition (cs.CV) #Cutaneous Melanoma Detection and Management #FOS: Computer and information sciences