Publications

Bringing multimodality to Amazon visual search system

Xinliang Zhu, Sheng-Wei Huang, Han Ding, Jinyu Yang, Kelvin Chen, Tao Zhou, Tal Neiman, Ouye Xie, Son Tran, Benjamin Yao, Douglas Gray, Anuj Bindal, Arnab Dhua

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD), 2024

DOI

Leveraging Large Language Models for Multimodal Search

Oriol Barbany, Michael Huang, Xinliang Zhu, Arnab Dhua

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

Paper arXiv

GAN-Based Day-to-Night Image Style Transfer for Nighttime Vehicle Detection

Che-Tsung Lin, Sheng-Wei Huang, Yen-Yi Wu, Shang-Hong Lai

IEEE Transactions on Intelligent Transportation Systems, 2020

Paper

AugGAN: Cross Domain Adaptation with GAN-based Data Augmentation

Sheng-Wei Huang, Che-Tsung Lin, Shu-Ping Chen, Yen-Yi Wu, Po-Hao Hsu, Shang-Hong Lai

Proceedings of the European Conference on Computer Vision (ECCV), 2018

Paper DOI

Indoor scene layout estimation from a single image

Hung Jin Lin, Sheng-Wei Huang, Shang-Hong Lai, Chen-Kuo Chiang

24th International Conference on Pattern Recognition (ICPR), 2018

Paper