ZZ
Zizhao Zhang
cs.CVcs.LGstat.MLNeural Networks, Computercs.AIAlgorithmscs.IReess.IVApproximate designautophagy
On Valency
published · living versionsW_5352xgra·v1 · currentpublished
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI
with Jure Zbontar, Florian Knoll, Anuroop Sriram, Tullie Murrell +22
1 version
Preprints & journals
49 papers in the corpus · 2016–2025Genome-Wide Analysis of the MsRCI2 Gene Family in Medicago sativa and Functional Characterization of MsRCI2B in Salt Tolerance.40362404 · Qiao, Huiru, Zhang, Depeng, Zhang, Zizhao et al.2025 · 2 citationsInternational journal of molecular sciences. 2025;26(9)
OpenResearcher: Unleashing AI for Accelerated Scientific Research2408.06941v2 · Yuxiang Zheng, Shichao Sun, Lin Qiu et al.2024 · 6 citationsarXiv
Applications of nature-inspired metaheuristic algorithms for tackling optimization problems across disciplines.38658593 · Cui, Elvis Han, Zhang, Zizhao, Chen, Culsome Junwen et al.2024 · 40 citationsScientific reports. 2024;14(1):9403
ScalableMap: Scalable Map Learning for Online Long-Range Vectorized HD Map Construction2310.13378v2 · Jingyi Yu, Zizhao Zhang, Shengfu Xia et al.2023 · 6 citationsConference on Robot Learning. PMLR, 2023: 2429-2443
Optimal Designs for Nonlinear Mixed-effects Models Using Competitive Swarm Optimizer with Mutated Agents.37886528 · Cui, Elvis Han, Zhang, Zizhao, Wong, Weng Kee2024 · 6 citationsResearch square. 2023
UNesT: Local spatial representation learning with hierarchical transformer for efficient medical segmentation.37725868 · Yu, Xin, Yang, Qi, Zhou, Yinchi et al.2024 · 112 citationsMedical image analysis. 2023;90:102939
StraIT: Non-autoregressive Generation with Stratified Image Transformer2303.00750v1 · Shengju Qian, Huiwen Chang, Yuanzhen Li et al.2023 · 0 citationsarXiv
QueryForm: A Simple Zero-shot Form Entity Query Framework2211.07730v2 · Zifeng Wang, Zizhao Zhang, Jacob Devlin et al.2022 · 4 citationsarXiv
Deep Hypergraph Structure Learning2208.12547v1 · Zizhao Zhang, Yifan Feng, Shihui Ying et al.2022 · 13 citationsarXiv
Neurobehavioral Dimensions of Prader Willi Syndrome: Relationships Between Sleep and Psychosis-Risk Symptoms.35492689 · O'Hora, Kathleen P, Zhang, Zizhao, Vajdi, Ariana et al.2023 · 9 citationsFrontiers in psychiatry. 2022;13:868536
DualPrompt: Complementary Prompting for Rehearsal-free Continual Learning2204.04799v2 · Zifeng Wang, Zizhao Zhang, Sayna Ebrahimi et al.2022 · 515 citationsarXiv
Learning Instance-Specific Adaptation for Cross-Domain Segmentation2203.16530v1 · Yuliang Zou, Zizhao Zhang, Chun-Liang Li et al.2022 · 7 citationsarXiv
Exploit Customer Life-time Value with Memoryless Experiments2201.06254v1 · Zizhao Zhang, Yifei Zhao, Guangda Huzhang2022 · 0 citationsarXiv
Learning to Prompt for Continual Learning2112.08654v2 · Zifeng Wang, Zizhao Zhang, Chen-Yu Lee et al.2021 · 823 citationsarXiv
Improved Transformer for High-Resolution GANs2106.07631v3 · Long Zhao, Zizhao Zhang, Ting Chen et al.2021 · 61 citationsarXiv
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding2105.12723v4 · Zizhao Zhang, Han Zhang, Long Zhao et al.2021 · 173 citationsarXiv
Text-Guided Neural Network Training for Image Recognition in Natural Scenes and Medicine.31765305 · Zhang, Zizhao, Chen, Pingjun, Shi, Xiaoshuang et al.2021 · 41 citationsIEEE transactions on pattern analysis and machine intelligence. 2021;43(5):1733-1745
Learning from Weakly-labeled Web Videos via Exploring Sub-Concepts2101.03713v1 · Kunpeng Li, Zizhao Zhang, Guanhang Wu et al.2021 · 7 citationsarXiv
G-optimal designs for hierarchical linear models: an equivalence theorem and a nature-inspired meta-heuristic algorithm.34720706 · Liu, Xin, Yue, RongXian, Zhang, Zizhao et al.2022 · 12 citationsSoft computing. 2021;25(21):13549-13565
A Scalable Optimization Mechanism for Pairwise Based Discrete Hashing.33270563 · Shi, Xiaoshuang, Xing, Fuyong, Zhang, Zizhao et al.2020 · 11 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2021;30:1130-1142
PseudoSeg: Designing Pseudo Labels for Semantic Segmentation2010.09713v2 · Yuliang Zou, Zizhao Zhang, Han Zhang et al.2020 · 266 citationsarXiv
Competitive Swarm Optimizer with Mutated Agents for Finding Optimal Designs for Nonlinear Regression Models with Multiple Interacting Factors.33747240 · Zhang, Zizhao, Wong, Weng Kee, Tan, Kay Chen2021 · 24 citationsMemetic computing. 2020;12(3):219-233
Image Augmentations for GAN Training2006.02595v1 · Zhengli Zhao, Zizhao Zhang, Ting Chen et al.2020 · 105 citationsarXiv
A Simple Semi-Supervised Learning Framework for Object Detection2005.04757v2 · Kihyuk Sohn, Zizhao Zhang, Chun-Liang Li et al.2020 · 340 citationsarXiv
Improved Consistency Regularization for GANs2002.04724v2 · Zhengli Zhao, Sameer Singh, Honglak Lee et al.2020 · 127 citationsarXiv
fastMRI: A Publicly Available Raw k-Space and DICOM Dataset of Knee Images for Accelerated MR Image Reconstruction Using Machine Learning.32076662 · Knoll, Florian, Zbontar, Jure, Sriram, Anuroop et al.2021 · 416 citationsRadiology. Artificial intelligence. 2020;2(1):e190007
FixMatch: Simplifying Semi-Supervised Learning with Consistency and Confidence2001.07685v2 · Kihyuk Sohn, David Berthelot, Chun-Liang Li et al.2020 · 2,937 citationsarXiv
Distance-Based Learning from Errors for Confidence Calibration1912.01730v2 · Chen Xing, Sercan Arik, Zizhao Zhang et al.2019 · 25 citationsarXiv
Consistency Regularization for Generative Adversarial Networks1910.12027v2 · Han Zhang, Zizhao Zhang, Augustus Odena et al.2019 · 207 citationsarXiv
Correction to: Towards pixel-to-pixel deep nucleus detection in microscopy images.31640559 · Xing, Fuyong, Xie, Yuanpu, Shi, Xiaoshuang et al.2020 · 0 citationsBMC bioinformatics. 2019;20(1):509
Consistency-based Semi-supervised Active Learning: Towards Minimizing Labeling Cost1910.07153v2 · Mingfei Gao, Zizhao Zhang, Guo Yu et al.2019 · 180 citationsarXiv
Distilling Effective Supervision from Severe Label Noise1910.00701v5 · Zizhao Zhang, Han Zhang, Sercan O. Arik et al.2019 · 144 citationsarXiv
Towards pixel-to-pixel deep nucleus detection in microscopy images.31521104 · Xing, Fuyong, Xie, Yuanpu, Shi, Xiaoshuang et al.2019 · 38 citationsBMC bioinformatics. 2019;20(1):472
High throughput automatic muscle image segmentation using parallel framework.30922212 · Cui, Lei, Feng, Jun, Zhang, Zizhao et al.2019 · 5 citationsBMC bioinformatics. 2019;20(1):158
Reducing Uncertainty in Undersampled MRI Reconstruction with Active Acquisition1902.03051v1 · Zizhao Zhang, Adriana Romero, Matthew J. Muckley et al.2019 · 106 citationsarXiv
Reduction of Autophagic Accumulation in Pompe Disease Mouse Model Following Gene Therapy.31223086 · McCall, Angela L, Stankov, Sylvia G, Cowen, Gabrielle et al.2020 · 20 citationsCurrent gene therapy. 2019;19(3):197-207
Towards cross-modal organ translation and segmentation: A cycle- and shape-consistent generative adversarial network.30594770 · Cai, Jinzheng, Zhang, Zizhao, Cui, Lei et al.2019 · 104 citationsMedical image analysis. 2019;52:174-184
fastMRI: An Open Dataset and Benchmarks for Accelerated MRI1811.08839v2 · Jure Zbontar, Florian Knoll, Anuroop Sriram et al.2018 · 587 citationsarXivon Valency
Translating and Segmenting Multimodal Medical Volumes with Cycle- and Shape-Consistency Generative Adversarial Network1802.09655v2 · Zizhao Zhang, Lin Yang, Yefeng Zheng2018 · 454 citationsarXiv
Photographic Text-to-Image Synthesis with a Hierarchically-nested Adversarial Network1802.09178v2 · Zizhao Zhang, Yuanpu Xie, Lin Yang2018 · 333 citationsarXiv
Myostatin inhibition using mRK35 produces skeletal muscle growth and tubular aggregate formation in wild type and TgACTA1D286G nemaline myopathy mice.29293963 · Tinklenberg, Jennifer A, Siebers, Emily M, Beatka, Margaret J et al.2019 · 33 citationsHuman molecular genetics. 2018;27(4):638-648
Recent Advances in the Applications of Convolutional Neural Networks to Medical Image Contour Detection1708.07281v1 · Zizhao Zhang, Fuyong Xing, Hai Su et al.2017 · 11 citationsarXiv
TandemNet: Distilling Knowledge from Medical Images Using Diagnostic Reports as Optional Semantic References1708.03070v1 · Zizhao Zhang, Pingjun Chen, Manish Sapkota et al.2017 · 72 citationsarXiv
MDNet: A Semantically and Visually Interpretable Medical Image Diagnosis Network1707.02485v1 · Zizhao Zhang, Yuanpu Xie, Fuyong Xing et al.2017 · 354 citationsarXiv
Revisiting Graph Construction for Fast Image Segmentation1702.05650v2 · Zizhao Zhang, Fuyong Xing, Hanzi Wang et al.2017 · 22 citationsarXiv
Transfer Shape Modeling Towards High-throughput Microscopy Image Segmentation.27924318 · Xing, Fuyong, Shi, Xiaoshuang, Zhang, Zizhao et al.2018 · 14 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2016;9902:183-190
Pancreas Segmentation in MRI using Graph-Based Decision Fusion on Convolutional Neural Networks.28083570 · Cai, Jinzheng, Lu, Le, Zhang, Zizhao et al.2018 · 117 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2016;9901:442-450
Spatial Clockwork Recurrent Neural Network for Muscle Perimysium Segmentation.28090603 · Xie, Yuanpu, Zhang, Zizhao, Sapkota, Manish et al.2018 · 66 citationsMedical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention. 2016;9901:185-193
SemiContour: A Semi-supervised Learning Approach for Contour Detection.28496297 · Zhang, Zizhao, Xing, Fuyong, Shi, Xiaoshuang et al.2024 · 62 citationsProceedings. IEEE Computer Society Conference on Computer Vision and Pattern Recognition. 2016;2016:251-259
Career total: 78 works. 49 are in this corpus.
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