publications

2024

1. 

   CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor

   Shuyang Sun* ,  Runjia Li* ,  Philip Torr , and 2 more authors

   In Conference on Computer Vision and Pattern Recognition (CVPR), 2024 , Jun 2024

   arXiv Bib Code Website

   @inproceedings{Sun_2024_CVPR,
     title = {CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor},
     author = {Sun*, Shuyang and Li*, Runjia and Torr, Philip and Gu, Xiuye and Li, Siyang},
     booktitle = {Conference on Computer Vision and Pattern Recognition (CVPR), 2024},
     month = jun,
     year = {2024},
     pages = {20293-20303},
   }

2. 

   Label Alignment Regularization for Distribution Shift

   Ehsan Imani ,  Guojun Zhang ,  Runjia Li , and 4 more authors

   Journal of Machine Learning Research (Under Review), Mar 2024

   arXiv Bib

   @article{imanilabel,
     title = {Label Alignment Regularization for Distribution Shift},
     author = {Imani, Ehsan and Zhang, Guojun and Li, Runjia and Luo, Jun and Poupart, Pascal and Torr, Philip H. S. and Pan, Yangchen},
     journal = {Journal of Machine Learning Research (Under Review)},
     month = mar,
     year = {2024},
   }

3. 

   kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies

   Zhongrui Gui ,  Shuyang Sun ,  Runjia Li , and 5 more authors

   Mar 2024

   arXiv Bib

   @misc{gui2024knnclip,
     title = {kNN-CLIP: Retrieval Enables Training-Free Segmentation on Continually Expanding Large Vocabularies},
     author = {Gui, Zhongrui and Sun, Shuyang and Li, Runjia and Yuan, Jianhao and An, Zhaochong and Roth, Karsten and Prabhu, Ameya and Torr, Philip},
     year = {2024},
     eprint = {2404.09447},
     archiveprefix = {arXiv},
     primaryclass = {cs.CV},
   }

2023

1. 

   OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?

   Runjia Li* ,  Shuyang Sun* ,  Mohamed Elhoseiny , and 1 more author

   In International Conference on Computer Vision (ICCV), 2023 , Oct 2023

   arXiv Bib Code Website

   @inproceedings{Li_2023_ICCV,
     author = {Li*, Runjia and Sun*, Shuyang and Elhoseiny, Mohamed and Torr, Philip},
     title = {OxfordTVG-HIC: Can Machine Make Humorous Captions from Images?},
     booktitle = {International Conference on Computer Vision (ICCV), 2023},
     month = oct,
     year = {2023},
     pages = {20293-20303},
   }