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Pengchuan Zhang
Pengchuan Zhang
Meta AI
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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
19322018
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, ...
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
18562020
Scaling vision transformers
X Zhai, A Kolesnikov, N Houlsby, L Beyer
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
1440*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
8962021
Grounded language-image pre-training
LH Li, P Zhang, H Zhang, J Yang, C Li, Y Zhong, L Wang, L Yuan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
7262022
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
7222021
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
5552019
Regionclip: Region-based language-image pretraining
Y Zhong, J Yang, P Zhang, C Li, N Codella, LH Li, L Zhou, X Dai, L Yuan, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
3922022
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
3402019
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
3332021
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
3152022
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
2442019
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
2422021
Glipv2: Unifying localization and vision-language understanding
H Zhang, P Zhang, X Hu, YC Chen, L Li, X Dai, L Wang, L Yuan, ...
Advances in Neural Information Processing Systems 35, 36067-36080, 2022
2092022
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
2052021
Unified contrastive learning in image-text-label space
J Yang, C Li, P Zhang, B Xiao, C Liu, L Yuan, J Gao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
1682022
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
arXiv preprint arXiv:2101.00529 1 (6), 8, 2021
1582021
On the discrimination-generalization tradeoff in GANs
P Zhang, Q Liu, D Zhou, T Xu, X He
arXiv preprint arXiv:1711.02771, 2017
1302017
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
1052019
Elevater: A benchmark and toolkit for evaluating language-augmented visual models
C Li, H Liu, L Li, P Zhang, J Aneja, J Yang, P Jin, H Hu, Z Liu, YJ Lee, ...
Advances in Neural Information Processing Systems 35, 9287-9301, 2022
1042022
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