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Chao Chen
Titre
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Topology-preserving deep image segmentation
X Hu, F Li, D Samaras, C Chen
Advances in Neural Information Processing Systems, 5657-5668, 2019
3302019
Learning with Feature Dependent Label Noise: a Progressive Approach
Y Zhang, S Zheng, P Wu, M Goswami, C Chen
International Conference on Learning Representations (ICLR), 2021
1862021
Persistent homology computation with a twist
C Chen, M Kerber
Proceedings 27th European Workshop on Computational Geometry 11, 197-200, 2011
1802011
Error-Bounded Correction of Noisy Labels
S Zheng, P Wu, A Goswami, M Goswami, D Metaxas, C Chen
ICML, 2020
1582020
Efficient computation of persistent homology for cubical data
H Wagner, C Chen, E Vuçini
Topological methods in data analysis and visualization II: theory …, 2011
1532011
A Topological Regularizer for Classifiers via Persistent Homology
C Chen, X Ni, Q Bai, Y Wang
The 22nd International Conference on Artificial Intelligence and Statistics …, 2019
1472019
Localization in the Crowd with Topological Constraints
S Abousamra, M Hoai, D Samaras, C Chen
AAAI Conference in Artificial Intelligence (AAAI), 2021
1452021
A Topological Filter for Learning with Label Noise
P Wu, S Zheng, M Goswami, D Metaxas, C Chen
Advances in Neural Information Processing Systems 33, 2020
1382020
Hardness results for homology localization
C Chen, D Freedman
Discrete & Computational Geometry 45 (3), 425-448, 2011
1052011
Synthetic Learning: Learn From Distributed Asynchronized Discriminator GAN Without Sharing Medical Image Data
Q Chang, H Qu, Y Zhang, M Sabuncu, C Chen, T Zhang, DN Metaxas
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1042020
Topology-Aware Segmentation Using Discrete Morse Theory
X Hu, Y Wang, L Fuxin, D Samaras, C Chen
International Conference on Learning Representations (ICLR), 2021
1012021
Persistence Enhanced Graph Neural Network
Q Zhao, Z Ye, C Chen, Y Wang
International Conference on Artificial Intelligence and Statistics, 2896-2906, 2020
912020
Annotating simplices with a homology basis and its applications
O Busaryev, S Cabello, C Chen, TK Dey, Y Wang
Scandinavian workshop on algorithm theory, 189-200, 2012
782012
Deep learning-based image analysis methods for brightfield-acquired multiplex immunohistochemistry images
DJ Fassler, S Abousamra, R Gupta, C Chen, M Zhao, D Paredes, ...
Diagnostic pathology 15, 1-11, 2020
762020
A Study of the Attention Abnormality in Trojaned BERTs
W Lyu, S Zheng, T Ma, C Chen
NAACL, 2022
722022
A Multimodal Transformer: Fusing Clinical Notes with Structured EHR Data for Interpretable In-Hospital Mortality Prediction
W Lyu, X Dong, R Wong, S Zheng, K Abell-Hart, F Wang, C Chen
AMIA Annual Symposium Proceedings 2022, 719, 2022
712022
An output-sensitive algorithm for persistent homology
C Chen, M Kerber
Computational Geometry 46 (4 - special issue for SOCG 2011), 435-447, 2013
712013
Measuring and computing natural generators for homology groups
C Chen, D Freedman
Computational Geometry 43 (2), 169-181, 2010
702010
Multi-feature based network revealing the structural abnormalities in autism spectrum disorder
W Zheng, T Eilam-Stock, T Wu, A Spagna, C Chen, B Hu, J Fan
IEEE Transactions on Affective Computing 12 (3), 732-742, 2019
692019
Enforcing topological constraints in random field image segmentation
C Chen, D Freedman, CH Lampert
CVPR 2011, 2089-2096, 2011
682011
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