Publications

Selected Conference Papers

• Prompt-Free Diffusion: Taking” Text” out of Text-to-Image Diffusion Models
  Xingqian Xu, Jiayi Guo, Zhangyang Wang, Gao Huang, Irfan Essa, Humphrey Shi
  CVPR 2024
  [Paper] [Code] [Demo]

• Smooth Diffusion: Crafting Smooth Latent Spaces in Diffusion Models
  Jiayi Guo*, Xingqian Xu*, Yifan Pu, Zanlin Ni, Chaofei Wang, Manushree Vasu, Shiji Song, Gao Huang, Humphrey Shi
  CVPR 2024
  [Paper]

• Versatile Diffusion: Text, Images and Variations All in One Diffusion Model
  Xingqian Xu, Zhangyang Wang, Eric Zhang, Kai Wang, Humphrey Shi
  ICCV 2023
  [Paper] [Code] [Demo]

• Zero-shot Generative Model Adaptation via Image-specific Prompt Learning
  Jiayi Guo, Chaofei Wang, You Wu, Eric Zhang, Kai Wang, Xingqian Xu, Shiji Song, Humphrey Shi, Gao Huang
  CVPR 2023
  [Paper] [Code]

• Image Completion with Heterogeneously Filtered Spectral Hints
  Xingqian Xu, Shant Navasardyan, Vahram Tadevosyan, Andranik Sargsyan, Yadong Mu, Humphrey Shi
  WACV 2023
  [Paper] [Code]

• Towards Layer-wise Image Vectorization
  Xu Ma, Yuqian Zhou, Xingqian Xu, Bin Sun, Valerii Filev, Nikita Orlov, Yun Fu, Humphrey Shi
  CVPR 2022
  [Paper] [Code]

• VideoINR: Learning Video Implicit Neural Representation for Continuous Space-Time Super-Resolution
  Zeyuan Chen, Yinbo Chen, Jingwen Liu, Xingqian Xu, Vidit Goel, Zhangyang Wang, Humphrey Shi, Xiaolong Wang
  CVPR 2022
  [Paper] [Code]

• Rethinking Text Segmentation: A Novel Dataset and A Text-Specific Refinement Approach
  Xingqian Xu, Zhifei Zhang, Zhaowen Wang, Brian Price, Zhonghao Wang, Humphrey Shi
  CVPR 2021
  [Paper] [code]

• The 1st Agriculture-Vision Challenge: Methods and Results
  Mang Tik Chiu*, Xingqian Xu*, Kai Wang, Jennifer Hobbs, Naira Hovakimyan, Thomas S Huang, Honghui Shi
  CVPRW 2021
  [Paper]

• Agriculture-vision: A large aerial image database for agricultural pattern analysis
  Mang Tik Chiu*, Xingqian Xu*, Yunchao Wei, Zilong Huang, Alexander G Schwing, Robert Brunner, Hrant Khachatrian, Hovnatan Karapetyan, Ivan Dozier, Greg Rose, David Wilson, Adrian Tudor, Naira Hovakimyan, Thomas S Huang, Honghui Shi
  CVPR 2020
  [Paper]

Selected Preprint Papers

• Forget-Me-Not: Learning to Forget in Text-to-Image Diffusion Models
  Eric Zhang, Kai Wang, Xingqian Xu, Zhangyang Wang, Humphrey Shi
  [Paper] [Code]

• StyleNAT: Giving Each Head a New Perspective
  Steven Walton, Ali Hassani, Xingqian Xu, Zhangyang Wang, Humphrey Shi
  [Paper] [Code]

• UltraSR: Spatial Encoding is a Missing Key for Implicit Image Function-based Arbitrary-Scale Super-Resolution
  Xingqian Xu, Zhangyang Wang, Humphrey Shi
  [Paper]

• Deep Affinity Net: Instance Segmentation via Affinity
  Xingqian Xu, Mang Tik Chiu, Thomas S Huang, Honghui Shi
  [Paper] [Code]