Ning Yu

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Mario FritzFaculty CISPA Helmholtz Center for Information Security; Professor Saarland UniversityVerified email at cispa.de
Larry DavisProfessor of Computer Science, University of MarylandVerified email at cs.umd.edu
Yang ZhangFaculty at CISPA Helmholtz Center for Information SecurityVerified email at cispa.de
Dingfan ChenCISPA-Helmholtz Center for Information SecurityVerified email at cispa.de
Connelly BarnesAdobe ResearchVerified email at cs.virginia.edu
Sahar AbdelnabiPhD candidate, CISPA Helmholtz Center for Information SecurityVerified email at cispa.saarland
Peng ZhouAmazon.comVerified email at umd.edu
Michal LukáčAdobe ResearchVerified email at adobe.com
Zhe L. LinSenior Principal Scientist, Adobe ResearchVerified email at adobe.com
Radomir MechAdobe SystemsVerified email at adobe.com
Ahmed AshrafAssistant Professor, Manitoba Learning and AI Research, Department of ECE, University of ManitobaVerified email at cmu.edu
Brad Michael KellerHologic, Inc.Verified email at hologic.com
Christos DavatzikosDirector, AI2D Center for AI/Data Science for Integrated Diagnostics, Professor Radiology/ESE/DBEIVerified email at pennmedicine.upenn.edu
Despina KontosMatthew J. Wilson Professor of Research Radiology II, Associate Vice-Chair for ResearchVerified email at pennmedicine.upenn.edu
Jitendra MalikProfessor of EECS, UC BerkeleyVerified email at eecs.berkeley.edu
Saurabh SharmaPhD Researcher, UC Santa BarbaraVerified email at ucsb.edu
Eli ShechtmanAdobe ResearchVerified email at adobe.com
Xiaohui ShenByteDance ResearchVerified email at bytedance.com
Bernt SchieleProfessor, Max Planck Institute for Informatics, Saarland Informatics Campus, Saarland UniversityVerified email at mpi-inf.mpg.de
Bilwaj GaonkarDepartment of Neurosurgery, University of California Los AngelesVerified email at mednet.ucla.edu

Ning Yu

Salesforce Research

Verified email at salesforce.com - Homepage

Computer Vision Visual Security Deep Generative Modeling


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Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints N Yu, L Davis, M Fritz IEEE International Conference on Computer Vision (ICCV), 2019	314*	2019
Gan-leaks: A taxonomy of membership inference attacks against generative models D Chen, N Yu, Y Zhang, M Fritz ACM SIGSAC Conference on Computer and Communications Security (CCS), 2020	207*	2020
Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data N Yu, V Skripniuk, S Abdelnabi, M Fritz IEEE International Conference on Computer Vision (ICCV), 2021	69*	2021
Inclusive GAN: Improving Data and Minority Coverage in Generative Models N Yu, K Li, P Zhou, J Malik, L Davis, M Fritz European Conference on Computer Vision (ECCV), 2020	42	2020
Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture N Yu, C Barnes, E Shechtman, S Amirghodsi, M Lukac IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019	38	2019
Dual contrastive loss and attention for gans N Yu, G Liu, A Dundar, A Tao, B Catanzaro, L Davis, M Fritz IEEE International Conference on Computer Vision (ICCV), 2021	36	2021
Responsible disclosure of generative models using scalable fingerprinting N Yu, V Skripniuk, D Chen, L Davis, M Fritz International Conference on Learning Representations (ICLR), 2022	22	2022
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis Y He, N Yu, M Keuper, M Fritz International Joint Conference on Artificial Intelligence (IJCAI), 2021	22	2021
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs HP Wang, N Yu, M Fritz IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021	22	2021
Application of machine learning for estimating label nutrients using USDA Global Branded Food Products Database,(BFPD) P Ma, A Li, N Yu, Y Li, R Bahadur, Q Wang, JK Ahuja Journal of Food Composition and Analysis, 2021	18	2021
Long-Tailed Recognition Using Class-Balanced Experts S Sharma, N Yu, M Fritz, B Schiele DAGM German Conference on Pattern Recognition (GCPR), 2020	17	2020
Learning to Detect Multiple Photographic Defects N Yu, X Shen, Z Lin, R Mech, C Barnes IEEE Winter Conference on Applications of Computer Vision (WACV), 2018	17	2018
DE-FAKE: Detection and Attribution of Fake Images Generated by Text-to-Image Diffusion Models Z Sha, Z Li, N Yu, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 2023	16	2023
A superpixel-based framework for automatic tumor segmentation on breast DCE-MRI N Yu, J Wu, SP Weinstein, B Gaonkar, BM Keller, AB Ashraf, YQ Jiang, ... SPIE Medical Imaging: Computer-Aided Diagnosis, 2015	16	2015
Auditing Membership Leakages of Multi-Exit Networks Z Li, Y Liu, X He, N Yu, M Backes, Y Zhang ACM SIGSAC Conference on Computer and Communications Security (CCS), 2022	13	2022
Application of deep learning for image-based Chinese market food nutrients estimation P Ma, CP Lau, N Yu, A Li, J Sheng Food Chemistry 373, 130994, 2022	13	2022
Membership Inference Attacks Against Text-to-image Generation Models Y Wu, N Yu, Z Li, M Backes, Y Zhang arXiv preprint arXiv:2210.00968, 2022	11	2022
Image-based Nutrient Estimation for Chinese Dishes Using Deep Learning P Ma, CP Lau, N Yu, A Li, P Liu, Q Wang, J Sheng Food Research International, 2021	11	2021
Deep video inpainting detection P Zhou, N Yu, Z Wu, LS Davis, A Shrivastava, SN Lim British Machine Vision Conference (BMVC), 2021	7	2021
RelaxLoss: Defending Membership Inference Attacks without Losing Utility D Chen, N Yu, M Fritz International Conference on Learning Representations (ICLR), 2022	6	2022

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