Publications

Generalizable Entity Grounding via Assistance of Large Language Model

Lu Qi*, Yi-Wen Chen*, Lehan Yang*, Tiancheng Shen, Xiangtai Li, Weidong Guo, Yu Xu and Ming-Hsuan Yang
arXiv, 2024.

[Paper]

Text-Driven Image Editing via Learnable Regions

Yuanze Lin, Yi-Wen Chen, Yi-Hsuan Tsai, Lu Jiang and Ming-Hsuan Yang
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2024.

[Paper] [Project Page]

Understanding Synonymous Referring Expressions via Contrastive Features

Yi-Wen Chen, Yi-Hsuan Tsai and Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2022.

[Paper]

Video Salient Object Detection via Contrastive Features and Attention Modules

Yi-Wen Chen, Xiaojie Jin, Xiaohui Shen and Ming-Hsuan Yang
IEEE Winter Conference on Applications of Computer Vision (WACV), 2022.

[Paper]

End-to-end Multi-modal Video Temporal Grounding

Yi-Wen Chen, Yi-Hsuan Tsai and Ming-Hsuan Yang
Neural Information Processing Systems (NeurIPS), 2021.

[Paper] [Project Page]

Regularizing Meta-Learning via Gradient Dropout

Hung-Yu Tseng*, Yi-Wen Chen*, Yi-Hsuan Tsai, Sifei Liu, Yen-Yu Lin and Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), 2020.

[Paper] [Project Page]

VOSTR: Video Object Segmentation via Transferable Representations

Yi-Wen Chen, Yi-Hsuan Tsai, Yen-Yu Lin and Ming-Hsuan Yang
International Journal of Computer Vision (IJCV), 2020.

[Paper] [Project Page]

Referring Expression Object Segmentation with Caption-Aware Consistency

Yi-Wen Chen, Yi-Hsuan Tsai, Tiantian Wang, Yen-Yu Lin and Ming-Hsuan Yang
British Machine Vision Conference (BMVC), 2019.

[Paper] [Project Page]

Unseen Object Segmentation in Videos via Transferable Representations

Yi-Wen Chen, Yi-Hsuan Tsai, Chu-Ya Yang, Yen-Yu Lin and Ming-Hsuan Yang
Asian Conference on Computer Vision (ACCV), 2018. (Oral)

Best Student Paper Honorable Mention

[Paper] [Project Page]