Peng-Chuan Zhang

Most-cited papers

Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks
Xiu-Jun Li, Xi Yin, Chunyuan Li, Peng-Chuan Zhang +8 more
2020European Conference on Computer Vision2,310 citations
Semantic Scholar
AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks
Tao Xu, Peng-Chuan Zhang, Qiuyuan Huang, Han Zhang +3 more
20172018 IEEE/CVF Conference on Computer Vision and Pattern Recognition2,016 citations Open access
Semantic Scholar
Grounded Language-Image Pre-training
Liunian Harold Li, Peng-Chuan Zhang, Hao-Tian Zhang, Jian-Wei Yang +8 more
2021Computer Vision and Pattern Recognition1,865 citations Open access
Semantic Scholar
Florence: A New Foundation Model for Computer Vision
Lu Yuan, Dong-Dong Chen, Yi-Ling Chen, N. Codella +19 more
2021arXiv.org1,172 citations
Semantic Scholar
VinVL: Revisiting Visual Representations in Vision-Language Models
Peng-Chuan Zhang, Xiu-Jun Li, Xiaowei Hu, Jian-Wei Yang +4 more
2021Computer Vision and Pattern Recognition1,139 citations Open access
Semantic Scholar
RegionCLIP: Region-based Language-Image Pretraining
Yi-Wu Zhong, Jian-Wei Yang, Peng-Chuan Zhang, Chun-Yuan Li +7 more
2021Computer Vision and Pattern Recognition1,019 citations Open access
Semantic Scholar
Focal Self-attention for Local-Global Interactions in Vision Transformers
Jian-Wei Yang, Chunyuan Li, Peng-Chuan Zhang, Xi-Yang Dai +3 more
2021arXiv.org554 citations
Semantic Scholar
An Empirical Study of Training End-to-End Vision-and-Language Transformers
Zi-Yi Dou, Yi-Chong Xu, Zhe Gan, Jianfeng Wang +8 more
2021Computer Vision and Pattern Recognition482 citations Open access
Semantic Scholar
Dynamic DETR: End-to-End Object Detection with Dynamic Attention
Xi-Yang Dai, Yinpeng Chen, Jianwei Yang, Peng-Chuan Zhang +2 more
2021IEEE International Conference on Computer Vision477 citations
Semantic Scholar
GLIPv2: Unifying Localization and Vision-Language Understanding
Hao-Tian Zhang, Peng-Chuan Zhang, Xiaowei Hu, Yen-Chun Chen +6 more
2022407 citations
Semantic Scholar
Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding
Peng-Chuan Zhang, Xi-Yang Dai, Jian-Wei Yang, Bin Xiao +3 more
2021IEEE International Conference on Computer Vision405 citations Open access
Semantic Scholar
Object-Driven Text-To-Image Synthesis via Adversarial Training
Wenbo Li, Peng-Chuan Zhang, Lei Zhang, Qiuyuan Huang +3 more
2019Computer Vision and Pattern Recognition327 citations Open access
Semantic Scholar
Unified Contrastive Learning in Image-Text-Label Space
Jian-Wei Yang, Chun-Yuan Li, Peng-Chuan Zhang, Bin Xiao +3 more
2022Computer Vision and Pattern Recognition301 citations Open access
Semantic Scholar
Efficient Self-supervised Vision Transformers for Representation Learning
Chunyuan Li, Jian-Wei Yang, Peng-Chuan Zhang, Mei Gao +4 more
2021International Conference on Learning Representations234 citations
Semantic Scholar
Focal Attention for Long-Range Interactions in Vision Transformers
Jian-Wei Yang, Chunyuan Li, Peng-Chuan Zhang, Xi-Yang Dai +3 more
2021Neural Information Processing Systems229 citations
Semantic Scholar
ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models
Chun-Yuan Li, Haotian Liu, Liunian Harold Li, Peng-Chuan Zhang +7 more
2022Neural Information Processing Systems214 citations Open access
Semantic Scholar
VinVL: Making Visual Representations Matter in Vision-Language Models
Peng-Chuan Zhang, Xiu-Jun Li, Xiaowei Hu, Jian-Wei Yang +4 more
2021arXiv.org175 citations
Semantic Scholar
Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone
Zi-Yi Dou, Aishwarya Kamath, Zhe Gan, Peng-Chuan Zhang +8 more
2022Neural Information Processing Systems174 citations Open access
Semantic Scholar
Parameter-Efficient Model Adaptation for Vision Transformers
Xuehai He, Chunyuan Li, Peng-Chuan Zhang, Jian-Wei Yang +1 more
2022AAAI Conference on Artificial Intelligence138 citations Open access
Semantic Scholar
K-LITE: Learning Transferable Visual Models with External Knowledge
Sheng Shen, Chunyuan Li, Xiaowei Hu, Yujia Xie +10 more
2022Neural Information Processing Systems113 citations Open access
Semantic Scholar
TIGEr: Text-to-Image Grounding for Image Caption Evaluation
Ming Jiang, Qiuyuan Huang, Lei Zhang, Xin Wang +4 more
2019Conference on Empirical Methods in Natural Language Processing86 citations Open access
Semantic Scholar
MiniVLM: A Smaller and Faster Vision-Language Model
Jianfeng Wang, Xiaowei Hu, Peng-Chuan Zhang, Xiu-Jun Li +4 more
2020arXiv.org76 citations
Semantic Scholar
GLIPv2: Unifying Localization and Vision-Language Understanding
Hao-Tian Zhang, Peng-Chuan Zhang, Xiaowei Hu, Yen-Chun Chen +6 more
2022Neural Information Processing Systems60 citations Open access
Semantic Scholar
Towards Coherent and Cohesive Long-form Text Generation
Woon Sang Cho, Peng-Chuan Zhang, Yizhe Zhang, Xiu-Jun Li +4 more
2018Proceedings of the First Workshop on Narrative Understanding60 citations Open access
Semantic Scholar
Parameter-efficient Fine-tuning for Vision Transformers
Xuehai He, Chun-Yuan Li, Peng-Chuan Zhang, Jian-Wei Yang +1 more
2022arXiv.org55 citations Open access
Semantic Scholar
Vision-Language Intelligence: Tasks, Representation Learning, and Large Models
Feng Li, Hao Zhang, Yi-Fan Zhang, Shi-Long Liu +4 more
2022arXiv.org44 citations Open access
Semantic Scholar
Image Scene Graph Generation (SGG) Benchmark
Xiao Han, Jian-Wei Yang, Houdong Hu, Lei Zhang +2 more
2021arXiv.org42 citations
Semantic Scholar
Detection Hub: Unifying Object Detection Datasets via Query Adaptation on Language Embedding
Lingchen Meng, Xi-Yang Dai, Yinpeng Chen, Peng-Chuan Zhang +6 more
2022Computer Vision and Pattern Recognition33 citations
Semantic Scholar
Turbo Learning for Captionbot and Drawingbot
Qiuyuan Huang, Peng-Chuan Zhang, D. Wu, Lei Zhang
2018Neural Information Processing Systems26 citations
Semantic Scholar
MagGAN: High-Resolution Face Attribute Editing with Mask-Guided Generative Adversarial Network
Yi Wei, Zhe Gan, Wenbo Li, Siwei Lyu +4 more
2020Asian Conference on Computer Vision20 citations Open access
Semantic Scholar
GLIPv2: Unifying Localization and Vision-Language Understanding
Yen-Chun Chen, Xi-Yang Dai, Jianfeng Gao, Xiaowei Hu +6 more
2022Advances in Neural Information Processing Systems 3515 citations Open access
Semantic Scholar
Novel Human-Object Interaction Detection via Adversarial Domain Generalization
Yu-Hang Song, Wenbo Li, Lei Zhang, Jian-Wei Yang +5 more
2020arXiv.org6 citations
Semantic Scholar
A bird's-eye view on coherence, and a worm's-eye view on cohesion
Woon Sang Cho, Peng-Chuan Zhang, Yi-Zhe Zhang, Xiu-Jun Li +3 more
2018arXiv.org0 citations
Semantic Scholar