Topology-preserving deep image segmentation X Hu, L Fuxin, D Samaras, C Chen NeurIPS 2019, 2019 | 289 | 2019 |
Topology-Aware Segmentation Using Discrete Morse Theory X Hu, Y Wang, L Fuxin, D Samaras, C Chen ICLR 2021 (Spotlight), 2021 | 86 | 2021 |
Trigger Hunting with a Topological Prior for Trojan Detection X Hu, X Lin, M Cogswell, Y Yao, S Jha, C Chen ICLR 2022, 2021 | 39 | 2021 |
Learning Topological Interactions for Multi-Class Medical Image Segmentation S Gupta*, X Hu*, J Kaan, M Jin, M Mpoy, K Chung, G Singh, M Saltz, ... ECCV 2022 (Oral), 2022 | 34 | 2022 |
Structure-Aware Image Segmentation with Homotopy Warping X Hu NeurIPS 2022, 2021 | 22* | 2021 |
Calibrating Uncertainty for Semi-Supervised Crowd Counting C Li, X Hu, S Abousamra, C Chen ICCV 2023, 2023 | 15 | 2023 |
Topology-Aware Uncertainty for Image Segmentation S Gupta, Y Zhang, X Hu, P Prasanna, C Chen NeurIPS 2023, 2023 | 15 | 2023 |
Enhancing Modality-Agnostic Representations via Meta-Learning for Brain Tumor Segmentation A Konwer, X Hu, X Xu, J Bae, C Chen, P Prasanna ICCV 2023, 2023 | 14 | 2023 |
Learning Probabilistic Topological Representations Using Discrete Morse Theory X Hu, D Samaras, C Chen ICLR 2023 (Spotlight), 2022 | 13 | 2022 |
A topological-attention ConvLSTM network and its application to EM images J Yang*, X Hu*, C Chen, C Tsai MICCAI 2021, 2021 | 12 | 2021 |
3D topology-preserving segmentation with compound multi-slice representation J Yang*, X Hu*, C Chen, C Tsai ISBI 2021, 2021 | 9 | 2021 |
Confidence Estimation Using Unlabeled Data C Li, X Hu, C Chen ICLR 2023, 2023 | 6 | 2023 |
Saliency detection based on integration of central bias, reweighting and multi-scale for superpixels X Hu, W Yang, F Zhou, Q Liao ICASSP 2016, 2016 | 5 | 2016 |
Deep statistic shape model for myocardium segmentation X Hu, X Chen, Y Liu, EZ Chen, T Chen, S Sun arXiv preprint arXiv:2207.10607, 2022 | 4 | 2022 |
A Manifold View of Adversarial Risk W Zhang, Y Zhang, X Hu, M Goswami, C Chen, D Metaxas AISTATS 2022, 2022 | 4 | 2022 |
TopoSemiSeg: Enforcing Topological Consistency for Semi-Supervised Segmentation of Histopathology Images M Xu, X Hu, S Gupta, S Abousamra, C Chen ECCV 2024, 2023 | 3 | 2023 |
Salient object detection via spectral clustering X Hu, W Yang, X Wang, Q Liao ITNEC 2016, 2016 | 3 | 2016 |
Anomaly-guided weakly supervised lesion segmentation on retinal OCT images J Yang, N Mehta, G Demirci, X Hu, MS Ramakrishnan, M Naguib, C Chen, ... Medical Image Analysis (MedIA) 2024, 2024 | 2 | 2024 |
Hard Negative Sample Mining for Whole Slide Image Classification W Huang, X Hu, S Abousamra, P Prasanna, C Chen MICCAI 2024, 2024 | 1 | 2024 |
Semi-Supervised Contrastive VAE for Disentanglement of Digital Pathology Images M Hasan, X Hu, S Abousamra, P Prasanna, J Saltz, C Chen MICCAI 2024, 2024 | 1 | 2024 |