Zizhao Zhang
Zizhao Zhang
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Title
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Year
Fixmatch: Simplifying semi-supervised learning with consistency and confidence
K Sohn, D Berthelot, CL Li, Z Zhang, N Carlini, ED Cubuk, A Kurakin, ...
Advances in Neural Information Processing Systems, 2020
4582020
Translating and segmenting multimodal medical volumes with cycle-and shape-consistency generative adversarial network
Z Zhang, L Yang, Y Zheng
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
2472018
fastMRI: An open dataset and benchmarks for accelerated MRI
J Zbontar, F Knoll, A Sriram, T Murrell, Z Huang, MJ Muckley, A Defazio, ...
arXiv preprint arXiv:1811.08839, 2018
2292018
Mdnet: A semantically and visually interpretable medical image diagnosis network
Z Zhang, Y Xie, F Xing, M McGough, L Yang
Proceedings of the IEEE conference on computer vision and pattern …, 2017
2112017
Photographic text-to-image synthesis with a hierarchically-nested adversarial network
Z Zhang, Y Xie, L Yang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2018
2002018
Pancreas segmentation in MRI using graph-based decision fusion on convolutional neural networks
J Cai, L Lu, Z Zhang, F Xing, L Yang, Q Yin
International Conference on Medical Image Computing and Computer-Assisted …, 2016
1262016
Pathologist-level interpretable whole-slide cancer diagnosis with deep learning
Z Zhang, P Chen, M McGough, F Xing, C Wang, M Bui, Y Xie, M Sapkota, ...
Nature Machine Intelligence 1 (6), 289, 2019
992019
Consistency regularization for generative adversarial networks
H Zhang, Z Zhang, A Odena, H Lee
International Conference on Learning Representations, 2019
832019
Spatial clockwork recurrent neural network for muscle perimysium segmentation
Y Xie, Z Zhang, M Sapkota, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2016
592016
A simple semi-supervised learning framework for object detection
K Sohn, Z Zhang, CL Li, H Zhang, CY Lee, T Pfister
arXiv preprint arXiv:2005.04757, 2020
582020
fastMRI: A publicly available raw k-space and DICOM dataset of knee images for accelerated MR image reconstruction using machine learning
F Knoll, J Zbontar, A Sriram, MJ Muckley, M Bruno, A Defazio, M Parente, ...
Radiology: Artificial Intelligence 2 (1), e190007, 2020
552020
Distilling Effective Supervision from Severe Label Noise
Z Zhang, H Zhang, SO Arik, H Lee, T Pfister
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2020
472020
Kernel-based supervised discrete hashing for image retrieval
X Shi, F Xing, J Cai, Z Zhang, Y Xie, L Yang
European Conference on Computer Vision, 419-433, 2016
452016
Image augmentations for GAN training
Z Zhao, Z Zhang, T Chen, S Singh, H Zhang
arXiv preprint arXiv:2006.02595, 2020
442020
Tandemnet: Distilling knowledge from medical images using diagnostic reports as optional semantic references
Z Zhang, P Chen, M Sapkota, L Yang
International Conference on Medical Image Computing and Computer-Assisted …, 2017
442017
Towards Cross-modal Organ Translation and Segmentation: A Cycle-and Shape-Consistent Generative Adversarial Network
Z Zhang, J Cai, L Cui, Y Zheng, L Yang
Medical Image Analysis, 2018
402018
Breast mass classification via deeply integrating the contextual information from multi-view data
H Wang, J Feng, Z Zhang, H Su, L Cui, H He, L Liu
Pattern Recognition 80, 42-52, 2018
402018
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition
Z Zhang, A Romero, MJ Muckley, P Vincent, L Yang, M Drozdzal
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
392019
Improved consistency regularization for gans
Z Zhao, S Singh, H Lee, Z Zhang, A Odena, H Zhang
Proceedings of the AAAI Conference on Artificial Intelligence, 2020
282020
Consistency-Based Semi-Supervised Active Learning: Towards Minimizing Labeling Cost
M Gao, Z Zhang, G Yu, SO Arik, LS Davis, T Pfister
Proceedings of the European Conference on Computer Vision (ECCV), 2020
272020
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Articles 1–20