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Pengchuan Zhang
Meta AI
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Title
Cited by
Cited by
Year
Attngan: Fine-grained text to image generation with attentional generative adversarial networks
T Xu, P Zhang, Q Huang, H Zhang, Z Gan, X Huang, X He
Proceedings of the IEEE conference on computer vision and pattern …, 2018
10072018
Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
X Li, X Yin, C Li, P Zhang, X Hu, L Zhang, L Wang, H Hu, L Dong, F Wei, ...
European Conference on Computer Vision, 121-137, 2020
6382020
Provably robust deep learning via adversarially trained smoothed classifiers
H Salman, J Li, I Razenshteyn, P Zhang, H Zhang, S Bubeck, G Yang
Advances in Neural Information Processing Systems 32, 2019
3082019
Scaling vision transformers
X Zhai, A Kolesnikov, N Houlsby, L Beyer
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
282*2022
Vinvl: Revisiting visual representations in vision-language models
P Zhang, X Li, X Hu, J Yang, L Zhang, L Wang, Y Choi, J Gao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
2092021
Object-driven text-to-image synthesis via adversarial training
W Li, P Zhang, L Zhang, Q Huang, X He, S Lyu, J Gao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
2012019
A convex relaxation barrier to tight robustness verification of neural networks
H Salman, G Yang, H Zhang, CJ Hsieh, P Zhang
Advances in Neural Information Processing Systems 32, 2019
1352019
Multi-scale vision longformer: A new vision transformer for high-resolution image encoding
P Zhang, X Dai, J Yang, B Xiao, L Yuan, L Zhang, J Gao
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
972021
On the discrimination-generalization tradeoff in GANs
P Zhang, Q Liu, D Zhou, T Xu, X He
arXiv preprint arXiv:1711.02771, 2017
922017
Vinvl: Making visual representations matter in vision-language models
P Zhang, X Li, X Hu, J Yang, L Zhang, L Wang, Y Choi, J Gao
662021
Understanding the role of momentum in stochastic gradient methods
I Gitman, H Lang, P Zhang, L Xiao
Advances in Neural Information Processing Systems 32, 2019
582019
Florence: A new foundation model for computer vision
L Yuan, D Chen, YL Chen, N Codella, X Dai, J Gao, H Hu, X Huang, B Li, ...
arXiv preprint arXiv:2111.11432, 2021
552021
Efficient self-supervised vision transformers for representation learning
C Li, J Yang, P Zhang, M Gao, B Xiao, X Dai, L Yuan, J Gao
arXiv preprint arXiv:2106.09785, 2021
522021
Recurjac: An efficient recursive algorithm for bounding jacobian matrix of neural networks and its applications
H Zhang, P Zhang, CJ Hsieh
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 5757-5764, 2019
482019
Dynamic detr: End-to-end object detection with dynamic attention
X Dai, Y Chen, J Yang, P Zhang, L Yuan, L Zhang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
362021
Object-centric image generation from layouts
T Sylvain, P Zhang, Y Bengio, RD Hjelm, S Sharma
Proceedings of the AAAI Conference on Artificial Intelligence 35 (3), 2647-2655, 2021
292021
An empirical study of training end-to-end vision-and-language transformers
ZY Dou, Y Xu, Z Gan, J Wang, S Wang, L Wang, C Zhu, P Zhang, L Yuan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
272022
A convex relaxation barrier to tight robust verification of neural networks
H Salman, G Yang, H Zhang, CJ Hsieh, P Zhang
arXiv preprint arXiv:1902.08722, 2019
252019
Tiger: Text-to-image grounding for image caption evaluation
M Jiang, Q Huang, L Zhang, X Wang, P Zhang, Z Gan, J Diesner, J Gao
arXiv preprint arXiv:1909.02050, 2019
232019
Turbo learning for captionbot and drawingbot
Q Huang, P Zhang, D Wu, L Zhang
Advances in neural information processing systems 31, 2018
232018
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