publications

2025

1. NeurIPS Workshop

   

   Continually Adapt or Not (CAN)? A Continual Learning Benchmark of Camera Trap Species Classification over Time

   Sooyoung Jeon, Zheda Mai, Hongjie Tian, Vidhi Bakshi, Lemeng Wang, Jiacheng Hou, Ping Zhang, Arpita Chowdhury, and Wei-Lun Chao

   NeurIPS 2025 Workshop for Imageomics: Discovering Biological Knowledge from Images Using AI - 2025

   Bib PDF Poster

   @inproceedings{jeon2025continually,
     workshop = {https://imageomics.github.io/Imageomics-NeurIPS-2025/},
     title = {Continually Adapt or Not (CAN)? A Continual Learning Benchmark of Camera Trap Species Classification over Time},
     author = {Jeon, Sooyoung and Mai, Zheda and Tian, Hongjie and Bakshi, Vidhi and Wang, Lemeng and Hou, Jiacheng and Zhang, Ping and Chowdhury, Arpita and Chao, Wei-Lun},
     booktitle = {NeurIPS 2025 Workshop for Imageomics: Discovering Biological Knowledge from Images Using AI},
     year = {2025},
   }

2. CVPR

   

   Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene

   Tai-Yu Pan, Sooyoung Jeon, Mengdi Fan, Jinsu Yoo, Zhenyang Feng, Mark Campbell, Kilian Q Weinberger, Bharath Hariharan, and Wei-Lun Chao

   Proceedings of the Computer Vision and Pattern Recognition Conference - 2025

   Bib PDF Poster

   @inproceedings{pan2025transfer,
     title = {Transfer Your Perspective: Controllable 3D Generation from Any Viewpoint in a Driving Scene},
     author = {Pan, Tai-Yu and Jeon, Sooyoung and Fan, Mengdi and Yoo, Jinsu and Feng, Zhenyang and Campbell, Mark and Weinberger, Kilian Q and Hariharan, Bharath and Chao, Wei-Lun},
     booktitle = {Proceedings of the Computer Vision and Pattern Recognition Conference},
     pages = {12027--12036},
     year = {2025},
   }

3. Preprint

   

   Leveraging Sparse LiDAR for RAFT-Stereo: A Depth Pre-Fill Perspective

   Jinsu Yoo, Sooyoung Jeon, Zanming Huang, Tai-Yu Pan, and Wei-Lun Chao

   arXiv preprint arXiv:2507.19738 - 2025

   Bib PDF

   @article{yoo2025leveraging,
     title = {Leveraging Sparse LiDAR for RAFT-Stereo: A Depth Pre-Fill Perspective},
     author = {Yoo, Jinsu and Jeon, Sooyoung and Huang, Zanming and Pan, Tai-Yu and Chao, Wei-Lun},
     journal = {arXiv preprint arXiv:2507.19738},
     year = {2025},
   }

4. Preprint

   

   Ava-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models

   Zheda Mai, Arpita Chowdhury, Zihe Wang, Sooyoung Jeon, Lemeng Wang, Jiacheng Hou, and Wei-Lun Chao

   arXiv preprint arXiv:2506.09082 - 2025

   Bib PDF

   @article{mai2025ava,
     title = {Ava-Bench: Atomic Visual Ability Benchmark for Vision Foundation Models},
     author = {Mai, Zheda and Chowdhury, Arpita and Wang, Zihe and Jeon, Sooyoung and Wang, Lemeng and Hou, Jiacheng and Chao, Wei-Lun},
     journal = {arXiv preprint arXiv:2506.09082},
     year = {2025},
   }