publications

2024

1. 

   DreamBeast: Distilling 3D Fantastical Animals with Part-Aware Knowledge Transfer

   Runjia Li ,  Junlin Han ,  Luke Melas-Kyriazi , and 6 more authors

   In International Conference on 3D Vision (3DV) , Sep 2024

   Bib Code Website

   @inproceedings{li2024dreambeastdistilling3dfantastical,
     title = {DreamBeast: Distilling 3D Fantastical Animals with Part-Aware Knowledge Transfer},
     author = {Li, Runjia and Han, Junlin and Melas-Kyriazi, Luke and Sun, Chunyi and An, Zhaochong and Gui, Zhongrui and Sun, Shuyang and Torr, Philip and Jakab, Tomas},
     booktitle = {International Conference on 3D Vision (3DV)},
     month = sep,
     year = {2024},
     url = {https://arxiv.org/abs/2409.08271},
   }

2. 

   CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor

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

   In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) , Jun 2024

   Bib Code Website

   @inproceedings{Sun_2024_CVPR,
     author = {Sun*, Shuyang and Li*, Runjia and Torr, Philip and Gu, Xiuye and Li, Siyang},
     title = {CLIP as RNN: Segment Countless Visual Concepts without Training Endeavor},
     booktitle = {Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)},
     month = jun,
     year = {2024},
     pages = {13171-13182},
   }

3. 

   Label Alignment Regularization for Distribution Shift

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

   Journal of Machine Learning Research, Jun 2024

   Bib

   @article{JMLR:v25:23-0899,
     author = {Imani, Ehsan and Zhang, Guojun and Li, Runjia and Luo, Jun and Poupart, Pascal and Torr, Philip H.S. and Pan, Yangchen},
     title = {Label Alignment Regularization for Distribution Shift},
     journal = {Journal of Machine Learning Research},
     year = {2024},
     volume = {25},
     number = {247},
     pages = {1--32},
     url = {http://jmlr.org/papers/v25/23-0899.html}
   }

4. 

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

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

   Jun 2024

   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},
     journal = {Transactions on Machine Learning Research (TMLR)},
   }

2023

1. 

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

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

   In Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV) , Oct 2023

   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 = {Proceedings of the IEEE/CVF International Conference on Computer Vision (ICCV)},
     month = oct,
     year = {2023},
     pages = {20293-20303},
   }