Junlin Hou

Publication Activity (10 Years)

Years Active: 2020-2024
Publications (10 Years): 30

Top Topics

Angiography Images

Weakly Supervised

Diabetic Retinopathy

Top Venues

ECCV Workshops (7)

Publications

Bo Qian, Hao Chen, Xiangning Wang, Zhouyu Guan, Tingyao Li, Yixiao Jin, Yilan Wu, Yang Wen, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Dawei Yang, Bin Sheng
DRAC 2022: A public benchmark for diabetic retinopathy analysis on ultra-wide optical coherence tomography angiography images. Patterns 5 (3) (2024)
Qingqiu Li, Runtian Yuan, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen
Advancing COVID-19 Detection in 3D CT Scans. CoRR (2024)
Runtian Yuan, Qingqiu Li, Junlin Hou, Jilan Xu, Yuejie Zhang, Rui Feng, Hao Chen
Domain Adaptation Using Pseudo Labels for COVID-19 Detection. CoRR (2024)
Junlin Hou, Jilan Xu, Hao Chen
Concept-Attention Whitening for Interpretable Skin Lesion Diagnosis. CoRR (2024)
Junlin Hou, Jilan Xu, Rui Feng, Hao Chen
QMix: Quality-aware Learning with Mixed Noise for Robust Retinal Disease Diagnosis. CoRR (2024)
Jilan Xu, Yifei Huang, Junlin Hou, Guo Chen, Yuejie Zhang, Rui Feng, Weidi Xie
Retrieval-Augmented Egocentric Video Captioning. CoRR (2024)
Nan Zhang, Fan Xiao, Junlin Hou, Ruiwei Zhao, Xiaobo Zhang, Rui Feng
Cross-Image Distillation for Semi-Supervised Semantic Segmentation. ICASSP (2024)
Junlin Hou, Fan Xiao, Jilan Xu, Rui Feng, Yue Zhang, Haidong Zou, Lina Lu, Wenwen Xue
Diabetic Retinopathy Grading with Weakly-Supervised Lesion Priors. ICASSP (2023)
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Yi Wang, Yu Qiao, Weidi Xie
Learning Open-Vocabulary Semantic Segmentation Models From Natural Language Supervision. CVPR (2023)
Junlin Hou, Jilan Xu, Fan Xiao, Bo Zhang, Yiqian Xu, Yuejie Zhang, Haidong Zou, Rui Feng
Towards Label-Efficient Deep Learning for Myopic Maculopathy Classification. MMAC@MICCAI (2023)
Fan Xiao, Junlin Hou, Jilan Xu, Yiqian Xu, Bo Zhang, Yuejie Zhang, Haidong Zou, Rui Feng
Ensemble Deep Learning Approaches for Myopic Maculopathy Plus Lesions Segmentation. MMAC@MICCAI (2023)
Bo Qian, Hao Chen, Xiangning Wang, Haoxuan Che, Gitaek Kwon, Jaeyoung Kim, Sungjin Choi, Seoyoung Shin, Felix Krause, Markus Unterdechler, Junlin Hou, Rui Feng, Yihao Li, Mostafa El Habib Daho, Qiang Wu, Ping Zhang, Xiaokang Yang, Yiyu Cai, Weiping Jia, Huating Li, Bin Sheng
DRAC: Diabetic Retinopathy Analysis Challenge with Ultra-Wide Optical Coherence Tomography Angiography Images. CoRR (2023)
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Yi Wang, Yu Qiao, Weidi Xie
Learning Open-vocabulary Semantic Segmentation Models From Natural Language Supervision. CoRR (2023)
Junlin Hou, Jilan Xu, Fan Xiao, Rui-Wei Zhao, Yuejie Zhang, Haidong Zou, Lina Lu, Wenwen Xue, Rui Feng
Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images. BIBM (2022)
Junlin Hou, Fan Xiao, Jilan Xu, Yuejie Zhang, Haidong Zou, Rui Feng
Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images. CoRR (2022)
Junlin Hou, Jilan Xu, Nan Zhang, Yuejie Zhang, Xiaobo Zhang, Rui Feng
Boosting COVID-19 Severity Detection with Infection-aware Contrastive Mixup Classification. CoRR (2022)
Junlin Hou, Jilan Xu, Nan Zhang, Yuejie Zhang, Xiaobo Zhang, Rui Feng
Boosting COVID-19 Severity Detection with Infection-Aware Contrastive Mixup Classification. ECCV Workshops (7) (2022)
Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang, Xiaobo Zhang, Rui Feng
CMC v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. CoRR (2022)
Junlin Hou, Fan Xiao, Jilan Xu, Yuejie Zhang, Haidong Zou, Rui Feng
Deep-OCTA: Ensemble Deep Learning Approaches for Diabetic Retinopathy Analysis on OCTA Images. MIDOG/DRAC@MICCAI (2022)
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping. CVPR (2022)
Junlin Hou, Jilan Xu, Nan Zhang, Yi Wang, Yuejie Zhang, Xiaobo Zhang, Rui Feng
CMC_v2: Towards More Accurate COVID-19 Detection with Discriminative Video Priors. ECCV Workshops (7) (2022)
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Rui-Wei Zhao, Tao Zhang, Xuequan Lu, Shang Gao
CREAM: Weakly Supervised Object Localization via Class RE-Activation Mapping. CoRR (2022)
Junlin Hou, Jilan Xu, Rui Feng, Yuejie Zhang
FDVTS's Solution for 2nd COV19D Competition on COVID-19 Detection and Severity Analysis. CoRR (2022)
Junlin Hou, Jilan Xu, Fan Xiao, Rui-Wei Zhao, Yuejie Zhang, Haidong Zou, Lina Lu, Wenwen Xue, Rui Feng
Cross-Field Transformer for Diabetic Retinopathy Grading on Two-field Fundus Images. CoRR (2022)
Nan Zhang, Junlin Hou, Rui-Wei Zhao, Rui Feng, Yuejie Zhang
Semi-supervised Medical Image Segmentation with Distribution Calibration and Non-local Semantic Constraint. BIBM (2021)
Junlin Hou, Jilan Xu, Rui Feng, Yuejie Zhang, Fei Shan, Weiya Shi
CMC-COV19D: Contrastive Mixup Classification for COVID-19 Diagnosis. ICCVW (2021)
Jiawang Cao, Lulu Jiang, Junlin Hou, Longquan Jiang, Rui-Wei Zhao, Weiya Shi, Fei Shan, Rui Feng
Exploiting Deep Cross-Slice Features From CT Images For Multi-Class Pneumonia Classification. ICIP (2021)
Junlin Hou, Jilan Xu, Longquan Jiang, Shanshan Du, Rui Feng, Yuejie Zhang, Fei Shan, Xiangyang Xue
Periphery-aware COVID-19 diagnosis with contrastive representation enhancement. Pattern Recognit. 118 (2021)
Jilan Xu, Junlin Hou, Yuejie Zhang, Rui Feng, Chunyang Ruan, Tao Zhang, Weiguo Fan
Data-Efficient Histopathology Image Analysis with Deformation Representation Learning. BIBM (2020)
Tong Wei, Junlin Hou, Rui Feng
Fuzzy Graph Neural Network for Few-Shot Learning. IJCNN (2020)