D2
Computer Vision and Machine Learning

Ning Yu (PhD Student)

Personal Information

Publications

2021
Hijack-GAN: Unintended-Use of Pretrained, Black-Box GANs
H.-P. Wang, N. Yu and M. Fritz
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2021), 2021
Artificial Fingerprinting for Generative Models: Rooting Deepfake Attribution in Training Data
N. Yu, V. Skripniuk, S. Abdelnabi and M. Fritz
IEEE/CVF International Conference on Computer Vision (ICCV 2021), 2021
Dual Contrastive Loss and Attention for GANs
N. Yu, G. Liu, A. Dundar, A. Tao, B. Catanzaro, L. Davis and M. Fritz
IEEE/CVF International Conference on Computer Vision (ICCV 2021), 2021
Beyond the Spectrum: Detecting Deepfakes via Re-Synthesis
Y. He, N. Yu, M. Keuper and M. Fritz
Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence (IJCAI 2021), 2021
2020
GAN-Leaks: A Taxonomy of Membership Inference Attacks against GANs
D. Chen, N. Yu, Y. Zhang and M. Fritz
CCS ’20, ACM SIGSAC Conference on Computer and Communications Security, 2020
Inclusive GAN: Improving Data and Minority Coverage in Generative Models
N. Yu, K. Li, P. Zhou, J. Malik, L. Davis and M. Fritz
Computer Vision -- ECCV 2020, 2020
Long-Tailed Recognition Using Class-Balanced Experts
S. Sharma, N. Yu, M. Fritz and B. Schiele
Pattern Recognition (GCPR 2020), 2020
2019
Texture Mixer: A Network for Controllable Synthesis and Interpolation of Texture
N. Yu, C. Barnes, E. Shechtman, S. Amirghodsi and M. Lukáč
IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR 2019), 2019
Attributing Fake Images to GANs: Learning and Analyzing GAN Fingerprints
N. Yu, L. Davis and M. Fritz
International Conference on Computer Vision (ICCV 2019), 2019