Projects

Publications

2024

  • Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation
    Feng Liu, Minchul Kim, Zhiyuan Ren, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
    Bibtex
  • @inproceedings{ distilling-clip-with-dual-guidance-for-learning-discriminative-human-body-shape-representation,
      author = { Feng Liu and Minchul Kim and Zhiyuan Ren and Xiaoming Liu },
      title = { Distilling CLIP with Dual Guidance for Learning Discriminative Human Body Shape Representation },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Seattle, WA },
      month = { June },
      year = { 2024 },
    }
  • TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process
    Zhiyuan Ren, Minchul Kim, Feng Liu, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2024), Seattle, WA, Jun. 2024
    Bibtex
  • @inproceedings{ tiger-time-varying-denoising-model-for-3d-point-cloud-generation-with-diffusion-process,
      author = { Zhiyuan Ren and Minchul Kim and Feng Liu and Xiaoming Liu },
      title = { TIGER: Time-Varying Denoising Model for 3D Point Cloud Generation with Diffusion Process },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Seattle, WA },
      month = { June },
      year = { 2024 },
    }
  • FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude
    Feng Liu, Ryan Ashbaugh, Nicholas Chimitt, Najmul Hassan, Ali Hassani, Ajay Jaiswal, Minchul Kim, Zhiyuan Mao, Christopher Perry, Zhiyuan Ren, Yiyang Su, Pegah Varghaei, Kai Wang, Xingguang Zhang, Stanley Chan, Arun Ross, Humphrey Shi, Zhangyang Wang, Anil Jain, Xiaoming Liu
    In Proceeding of Winter Conference on Applications of Computer Vision (WACV 2024), Waikoloa, Hawaii, Jan. 2024
    Bibtex | PDF | arXiv
  • @inproceedings{ farsight-a-physics-driven-whole-body-biometric-system-at-large-distance-and-altitude,
      author = { Feng Liu and Ryan Ashbaugh and Nicholas Chimitt and Najmul Hassan and Ali Hassani and Ajay Jaiswal and Minchul Kim and Zhiyuan Mao and Christopher Perry and Zhiyuan Ren and Yiyang Su and Pegah Varghaei and Kai Wang and Xingguang Zhang and Stanley Chan and Arun Ross and Humphrey Shi and Zhangyang Wang and Anil Jain and Xiaoming Liu },
      title = { FarSight: A Physics-Driven Whole-Body Biometric System at Large Distance and Altitude },
      booktitle = { In Proceeding of Winter Conference on Applications of Computer Vision },
      address = { Waikoloa, Hawaii },
      month = { January },
      year = { 2024 },
    }

2023

  • ChatGPT-Powered Hierarchical Comparisons for Image Classification
    Zhiyuan Ren, Yiyang Su, Xiaoming Liu
    In Proceeding of Thirty-seventh Conference on Neural Information Processing Systems (NeurIPS 2023), New Orleans, LA, Dec. 2023
    Bibtex | PDF | arXiv | Supplemental | Code
  • @inproceedings{ chatgpt-powered-hierarchical-comparisons-for-image-classification,
      author = { Zhiyuan Ren and Yiyang Su and Xiaoming Liu },
      title = { ChatGPT-Powered Hierarchical Comparisons for Image Classification },
      booktitle = { In Proceeding of Thirty-seventh Conference on Neural Information Processing Systems },
      address = { New Orleans, LA },
      month = { December },
      year = { 2023 },
    }
  • Hierarchical Fine-Grained Image Forgery Detection and Localization
    Xiao Guo, Xiaohong Liu, Zhiyuan Ren, Steven Grosz, Iacopo Masi, Xiaoming Liu
    In Proceeding of IEEE Computer Vision and Pattern Recognition (CVPR 2023), Vancouver, Canada, Jun. 2023
    Bibtex | PDF | arXiv | Supplemental | Code
  • @inproceedings{ hierarchical-fine-grained-image-forgery-detection-and-localization,
      author = { Xiao Guo and Xiaohong Liu and Zhiyuan Ren and Steven Grosz and Iacopo Masi and Xiaoming Liu },
      title = { Hierarchical Fine-Grained Image Forgery Detection and Localization },
      booktitle = { In Proceeding of IEEE Computer Vision and Pattern Recognition },
      address = { Vancouver, Canada },
      month = { June },
      year = { 2023 },
    }