no code implementations • 6 Nov 2022 • Ye Gao, Zhendong Chu, Hongning Wang, John Stankovic
We extend the theory of GAN to show that there exist optimal solutions for the parameters of the two discriminators and one generator in MiddleGAN, and empirically show that the samples generated by the MiddleGAN are similar to both samples from the source domain and samples from the target domain.
3 code implementations • 27 Jul 2022 • Yusheng Wang, Yunfan Lu, Ye Gao, Lin Wang, Zhihang Zhong, Yinqiang Zheng, Atsushi Yamashita
Video deblurring is a highly under-constrained problem due to the spatially and temporally varying blur.
no code implementations • 24 Jan 2022 • Ye Gao, Brian Baucom, Karen Rose, Kristina Gordon, Hongning Wang, John Stankovic
In the computer vision modality, the evaluation results suggest that we achieve new state-of-the-art performance on popular UDA benchmarks such as Office-31 and Office-Home, outperforming the second best-performing algorithms by up to 17. 9%.
Out-of-Distribution Detection Unsupervised Domain Adaptation
1 code implementation • ECCV 2020 • Zhihang Zhong, Ye Gao, Yinqiang Zheng, Bo Zheng, Imari Sato
Real-world video deblurring in real time still remains a challenging task due to the complexity of spatially and temporally varying blur itself and the requirement of low computational cost.
Ranked #35 on Image Deblurring on GoPro (using extra training data)