Pengchuan Zhang

Best Publications

• AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

  Tao Xu;Pengchuan Zhang;Qiuyuan Huang;Han Zhang

  1910
  Citations

• Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

  Xiujun Li;Xi Yin;Chunyuan Li;Pengchuan Zhang

  1575
  Citations

• VinVL: Revisiting Visual Representations in Vision-Language Models

  Pengchuan Zhang;Xiujun Li;Xiaowei Hu;Jianwei Yang

  893
  Citations

• RegionCLIP: Region-based Language-Image Pretraining

  Unknown

  704
  Citations

• An Empirical Study of Training End-to-End Vision-and-Language Transformers

  Unknown

  528
  Citations

• Dynamic DETR: End-to-End Object Detection With Dynamic Attention

  Xiyang Dai;Yinpeng Chen;Jianwei Yang;Pengchuan Zhang

  369
  Citations

• Florence: A New Foundation Model for Computer Vision

  Lu Yuan;Dongdong Chen;Yi-Ling Chen;Noel Codella

  339
  Citations

• Object-Driven Text-To-Image Synthesis via Adversarial Training

  Wenbo Li;Pengchuan Zhang;Lei Zhang;Qiuyuan Huang

  323
  Citations

• Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding

  Pengchuan Zhang;Xiyang Dai;Jianwei Yang;Bin Xiao

  319
  Citations

• Multi-Scale Vision Longformer: A New Vision Transformer for High-Resolution Image Encoding.

  Pengchuan Zhang;Xiyang Dai;Jianwei Yang;Bin Xiao

  312
  Citations

• GLIPv2: Unifying Localization and Vision-Language Understanding

  Unknown

  274
  Citations

• Focal Self-attention for Local-Global Interactions in Vision Transformers

  Jianwei Yang;Chunyuan Li;Pengchuan Zhang;Xiyang Dai

  269
  Citations

• Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

  Hadi Salman;Jerry Li;Ilya P. Razenshteyn;Pengchuan Zhang

  228
  Citations

• Unified Contrastive Learning in Image-Text-Label Space

  Unknown

  175
  Citations

• A Convex Relaxation Barrier to Tight Robustness Verification of Neural Networks

  Hadi Salman;Greg Yang;Huan Zhang;Cho-Jui Hsieh

  156
  Citations

• Oscar: Object-Semantics Aligned Pre-training for Vision-Language Tasks

  Xiujun Li;Xi Yin;Chunyuan Li;Pengchuan Zhang

  150
  Citations

• Provably Robust Deep Learning via Adversarially Trained Smoothed Classifiers

  Hadi Salman;Greg Yang;Jerry Li;Pengchuan Zhang

  146
  Citations

• Coarse-to-Fine Vision-Language Pre-training with Fusion in the Backbone

  Unknown

  142
  Citations

• ELEVATER: A Benchmark and Toolkit for Evaluating Language-Augmented Visual Models

  Unknown

  135
  Citations

• AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks

  Tao Xu;Pengchuan Zhang;Qiuyuan Huang;Han Zhang

  122
  Citations