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Zizhao Zhang

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My PhD research focus was computer vision and deep learning, especially their applicaitons in medical imaging and healthcare.

Papers51 papers

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Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts

Kunpeng Li,Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu,Tomas Pfister

Bibtex

Distance-Based Learning from Errors for Confidence Calibration

Chen Xing,Sercan Arik,Zizhao Zhang,Tomas Pfister

ICLR, (2020)

Cited by3EIBibtex

Hypergraph Learning: Methods and Practices

Yue Gao,Zizhao Zhang, Haojie Lin,Xibin Zhao,Shaoyi Du,Changqing Zou

IEEE transactions on pattern analysis and machine intelligence, (2020): 1-1

WOSBibtex

PseudoSeg: Designing Pseudo Labels for Semantic Segmentation

Yuliang Zou,Zizhao Zhang,Han Zhang,Chun-Liang Li, Xiao Bian,Jia-Bin Huang,Tomas Pfister

international conference on learning representations, (2020)

Bibtex

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Kihyuk Sohn,David Berthelot,Nicholas Carlini,Zizhao Zhang,Han Zhang,Colin A Raffel,Ekin Dogus Cubuk,Alexey Kurakin, Chun-Liang Li

NIPS 2020, (2020)

EIBibtex

Kullback-Leibler Divergence Metric Learning

Shuyi Ji,Zizhao Zhang, Shihui Ying, Liejun Wang,Xibin Zhao,Yue Gao

IEEE transactions on cybernetics, (2020): 1-12

WOSBibtex

A Scalable Optimization Mechanism for Pairwise based Discrete Hashing

Xiaoshuang Shi,Fuyong Xing,Zizhao Zhang, Manish Sapkota,Zhenhua Guo,Lin Yang

IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, (2020): 1-1

WOSBibtex

Distilling Effective Supervision From Severe Label Noise

Zizhao Zhang, Han Zhang,Sercan Ö. Arik,Honglak Lee,Tomas Pfister

CVPR, pp.9291-9300, (2020)

Cited by4EIBibtex

A Simple Semi-Supervised Learning Framework for Object Detection

Sohn Kihyuk,Zhang Zizhao, Li Chun-Liang, Zhang Han,Lee Chen-Yu,Pfister Tomas

Bibtex

Improved Consistency Regularization for GANs

Zhao Zhengli, Singh Sameer,Lee Honglak,Zhang Zizhao,Odena Augustus,Zhang Han

Bibtex

FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence

Sohn Kihyuk,Berthelot David,Li Chun-Liang,Zhang Zizhao,Carlini Nicholas,Cubuk Ekin D.,Kurakin Alex,Zhang Han,Raffel Colin

neural information processing systems, (2020)

Cited by75Bibtex

Low-resolution Facial Expression Recognition: A Filter Learning Perspective

Yan Yan,Zizhao Zhang,Si Chen,Hanzi Wang

(2020): 107370

Cited by1EIBibtex

fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning

Florian Knoll, Jure Zbontar, Anuroop Sriram, Matthew J Muckley,Mary Bruno,Aaron Defazio, Marc Parente, Krzysztof J Geras, Joe Katsnelson,Hersh Chandarana,Zizhao Zhang, Michal Drozdzalv

Radiology. Artificial intelligence, no. 1 (2020)

Cited by8WOSBibtex

Loss-based Attention for Deep Multiple Instance Learning

Xiaoshuang Shi,Fuyong Xing, Yuanpu Xie,Zizhao Zhang,Lei Cui,Lin Yang

national conference on artificial intelligence, (2020)

Bibtex

Consistency Regularization for Generative Adversarial Networks

Han Zhang,Zizhao Zhang,Augustus Odena,Honglak Lee

ICLR, (2020)

Cited by8EIBibtex

Pathologist-level interpretable whole-slide cancer diagnosis with deep learning

Zizhao Zhang, Pingjun Chen, Mason McGough,Fuyong Xing, Chunbao Wang, Marilyn Bui, Yuanpu Xie, Manish Sapkota,Lei Cui,Jasreman Dhillon,Nazeel Ahmad,Farah K. Khalil

Nature Machine Intelligence, no. 5 (2019): 236-245

Cited by28Bibtex

IEG: Robust Neural Network Training to Tackle Severe Label Noise

Zhang Zizhao, Zhang Han,Arik Sercan O.,Lee Honglak, Pfister Tomas

Cited by2Bibtex

fastMRI: An Open Dataset and Benchmarks for Accelerated MRI

Zbontar Jure,Knoll Florian, Sriram Anuroop, Murrell Tullie, Huang Zhengnan, Muckley Matthew J.,Defazio Aaron, Stern Ruben, Johnson Patricia,Bruno Mary, Parente Marc,Geras Krzysztof J.

Bibtex

Hypergraph Neural Networks

Yifan Feng,Haoxuan You,Zizhao Zhang,Rongrong Ji,Yue Gao

AAAI, (2019)

Cited by44EIBibtex

Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition

Zizhao Zhang,Adriana Romero,Matthew J. Muckley,Pascal Vincent,Lin Yang,Michal Drozdzal

CVPR, (2019): 2049-2058

Cited by18EIBibtex

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