Xiaoling Hu

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 33

Top Topics

Feature Representations

Image Segmentation

Top Venues

Publications

Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias
Registration by Regression (RbR): a framework for interpretable and flexible atlas registration. CoRR (2024)
Jiaqi Yang, Nitish Mehta, Gözde Merve Demirci, Xiaoling Hu, Meera S. Ramakrishnan, Mina Naguib, Chao Chen, Chia-Ling Tsai
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images. Medical Image Anal. 94 (2024)
Xiaoling Hu, Annabel Sorby-Adams, Frederik Barkhof, W. Taylor Kimberly, Oula Puonti, Juan Eugenio Iglesias
P-Count: Persistence-based Counting of White Matter Hyperintensities in Brain MRI. CoRR (2024)
Xiaoling Hu
Learning Topological Representations for Deep Image Understanding. CoRR (2024)
Chen Li, Xiaoling Hu, Chao Chen
Confidence Estimation Using Unlabeled Data. CoRR (2023)
Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Yi Yao, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
Manifold-driven decomposition for adversarial robustness. Frontiers Comput. Sci. 5 (2023)
Xiaoling Hu, Dimitris Samaras, Chao Chen
Learning Probabilistic Topological Representations Using Discrete Morse Theory. ICLR (2023)
Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan Eugenio Iglesias
Brain-ID: Learning Robust Feature Representations for Brain Imaging. CoRR (2023)
Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen
TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images. CoRR (2023)
Aishik Konwer, Xiaoling Hu, Joseph Bae, Xuan Xu, Chao Chen, Prateek Prasanna
Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation. ICCV (2023)
Aishik Konwer, Xiaoling Hu, Xuan Xu, Joseph Bae, Chao Chen, Prateek Prasanna
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation. CoRR (2023)
Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen
Calibrating Uncertainty for Semi-Supervised Crowd Counting. ICCV (2023)
Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen
Calibrating Uncertainty for Semi-Supervised Crowd Counting. CoRR (2023)
Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
Topology-Aware Uncertainty for Image Segmentation. CoRR (2023)
Chen Li, Xiaoling Hu, Chao Chen
Confidence Estimation Using Unlabeled Data. ICLR (2023)
Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen
Topology-Aware Uncertainty for Image Segmentation. NeurIPS (2023)
Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas
A Manifold View of Adversarial Risk. AISTATS (2022)
Xiaoling Hu, Dimitris Samaras, Chao Chen
Learning Probabilistic Structural Representation for Biomedical Image Segmentation. CoRR (2022)
Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen
Trigger Hunting with a Topological Prior for Trojan Detection. ICLR (2022)
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
Learning Topological Interactions for Multi-Class Medical Image Segmentation. CoRR (2022)
Saumya Gupta, Xiaoling Hu, James Kaan, Michael Jin, Mutshipay Mpoy, Katherine Chung, Gagandeep Singh, Mary M. Saltz, Tahsin M. Kurç, Joel H. Saltz, Apostolos Tassiopoulos, Prateek Prasanna, Chao Chen
Learning Topological Interactions for Multi-Class Medical Image Segmentation. ECCV (24) (2022)
Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai
A Topology-Attention ConvLSTM Network and Its Application to EM Images. CoRR (2022)
Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Aware Segmentation Using Discrete Morse Theory. CoRR (2021)
Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Aware Segmentation Using Discrete Morse Theory. ICLR (2021)
Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai
3D Topology-Preserving Segmentation with Compound Multi-Slice Representation. ISBI (2021)
Xiaoling Hu, Chao Chen
Image Segmentation with Homotopy Warping. CoRR (2021)
Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen
Trigger Hunting with a Topological Prior for Trojan Detection. CoRR (2021)
Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai
A Topological-Attention ConvLSTM Network and Its Application to EM Images. MICCAI (1) (2021)
Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Preserving Deep Image Segmentation. CoRR (2019)
Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen
Topology-Preserving Deep Image Segmentation. NeurIPS (2019)
Riqiang Gao, Wenming Yang, Xiaoling Hu, Qingmin Liao
Two-stage patch-based sparse multi-value descriptor for face recognition. VCIP (2016)
Wenming Yang, Xiaoling Hu, Riqiang Gao, Qingmin Liao
Dump Truck Recognition Based on SCPSR in Videos. CCPR (2) (2016)
Xiaoling Hu, Wenming Yang, Fei Zhou, Qingmin Liao
Saliency detection based on integration of central bias, reweighting and multi-scale for superpixels. ICASSP (2016)