Xiaoling Hu

According to our database, Xiaoling Hu authored at least 33 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Anomaly-guided weakly supervised lesion segmentation on retinal OCT images.

Jiaqi Yang, Nitish Mehta, Gözde Merve Demirci, Xiaoling Hu, Meera S. Ramakrishnan, Mina Naguib, Chao Chen, Chia-Ling Tsai

Medical Image Anal., 2024

Hierarchical uncertainty estimation for learning-based registration in neuroimaging.

Xiaoling Hu, Karthik Gopinath, Peirong Liu, Malte Hoffmann, Koen Van Leemput, Oula Puonti, Juan Eugenio Iglesias

CoRR, 2024

Learning Topological Representations for Deep Image Understanding.

Xiaoling Hu

CoRR, 2024

Registration by Regression (RbR): A Framework for Interpretable and Flexible Atlas Registration.

Karthik Gopinath, Xiaoling Hu, Malte Hoffmann, Oula Puonti, Juan Eugenio Iglesias

Proceedings of the Biomedical Image Registration - 11th International Workshop, 2024

Spatial Diffusion for Cell Layout Generation.

Chen Li, Xiaoling Hu, Shahira Abousamra, Meilong Xu, Chao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Hard Negative Sample Mining for Whole Slide Image Classification.

Wentao Huang, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Chao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

P-Count: Persistence-Based Counting of White Matter Hyperintensities in Brain MRI.

Xiaoling Hu, Annabel Sorby-Adams, Frederik Barkhof, W. Taylor Kimberly, Oula Puonti, Juan Eugenio Iglesias

Proceedings of the Topology- and Graph-Informed Imaging Informatics, 2024

Semi-supervised Contrastive VAE for Disentanglement of Digital Pathology Images.

Mahmudul Hasan, Xiaoling Hu, Shahira Abousamra, Prateek Prasanna, Joel H. Saltz, Chao Chen

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024

Semi-supervised Segmentation of Histopathology Images with Noise-Aware Topological Consistency.

Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen

Proceedings of the Computer Vision - ECCV 2024, 2024

Brain-ID: Learning Contrast-Agnostic Anatomical Representations for Brain Imaging.

Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan Eugenio Iglesias

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Manifold-driven decomposition for adversarial robustness.

Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Yi Yao, Mayank Goswami, Chao Chen, Dimitris N. Metaxas

Frontiers Comput. Sci., 2023

Brain-ID: Learning Robust Feature Representations for Brain Imaging.

Peirong Liu, Oula Puonti, Xiaoling Hu, Daniel C. Alexander, Juan Eugenio Iglesias

CoRR, 2023

TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images.

Meilong Xu, Xiaoling Hu, Saumya Gupta, Shahira Abousamra, Chao Chen

CoRR, 2023

Topology-Aware Uncertainty for Image Segmentation.

Saumya Gupta, Yikai Zhang, Xiaoling Hu, Prateek Prasanna, Chao Chen

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Confidence Estimation Using Unlabeled Data.

Chen Li, Xiaoling Hu, Chao Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Learning Probabilistic Topological Representations Using Discrete Morse Theory.

Xiaoling Hu, Dimitris Samaras, Chao Chen

Proceedings of the Eleventh International Conference on Learning Representations, 2023

Calibrating Uncertainty for Semi-Supervised Crowd Counting.

Chen Li, Xiaoling Hu, Shahira Abousamra, Chao Chen

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Enhancing Modality-Agnostic Representations via Meta-learning for Brain Tumor Segmentation.

Aishik Konwer, Xiaoling Hu, Joseph Bae, Xuan Xu, Chao Chen, Prateek Prasanna

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Deep Statistic Shape Model for Myocardium Segmentation.

Xiaoling Hu, Xiao Chen, Yikang Liu, Eric Z. Chen, Terrence Chen, Shanhui Sun

CoRR, 2022

Learning Probabilistic Structural Representation for Biomedical Image Segmentation.

Xiaoling Hu, Dimitris Samaras, Chao Chen

CoRR, 2022

A Topology-Attention ConvLSTM Network and Its Application to EM Images.

Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai

CoRR, 2022

Structure-Aware Image Segmentation with Homotopy Warping.

Xiaoling Hu

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Trigger Hunting with a Topological Prior for Trojan Detection.

Xiaoling Hu, Xiao Lin, Michael Cogswell, Yi Yao, Susmit Jha, Chao Chen

Proceedings of the Tenth International Conference on Learning Representations, 2022

Learning Topological Interactions for Multi-Class Medical Image Segmentation.

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

Proceedings of the Computer Vision - ECCV 2022, 2022

A Manifold View of Adversarial Risk.

Wenjia Zhang, Yikai Zhang, Xiaoling Hu, Mayank Goswami, Chao Chen, Dimitris N. Metaxas

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Image Segmentation with Homotopy Warping.

Xiaoling Hu, Chao Chen

CoRR, 2021

A Topological-Attention ConvLSTM Network and Its Application to EM Images.

Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2021 - 24th International Conference, Strasbourg, France, September 27, 2021

3D Topology-Preserving Segmentation with Compound Multi-Slice Representation.

Jiaqi Yang, Xiaoling Hu, Chao Chen, Chialing Tsai

Proceedings of the 18th IEEE International Symposium on Biomedical Imaging, 2021

Topology-Aware Segmentation Using Discrete Morse Theory.

Xiaoling Hu, Yusu Wang, Fuxin Li, Dimitris Samaras, Chao Chen

Proceedings of the 9th International Conference on Learning Representations, 2021

2019

Topology-Preserving Deep Image Segmentation.

Xiaoling Hu, Fuxin Li, Dimitris Samaras, Chao Chen

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2016

Two-stage patch-based sparse multi-value descriptor for face recognition.

Riqiang Gao, Wenming Yang, Xiaoling Hu, Qingmin Liao

Proceedings of the 2016 Visual Communications and Image Processing, 2016

Saliency detection based on integration of central bias, reweighting and multi-scale for superpixels.

Xiaoling Hu, Wenming Yang, Fei Zhou, Qingmin Liao

Proceedings of the 2016 IEEE International Conference on Acoustics, 2016

Dump Truck Recognition Based on SCPSR in Videos.

Wenming Yang, Xiaoling Hu, Riqiang Gao, Qingmin Liao

Proceedings of the Pattern Recognition - 7th Chinese Conference, 2016