no code implementations • 29 Aug 2023 • Haichao Shi, Mandi Luo, Xiao-Yu Zhang, Ran He
Visible-Infrared person re-identification (VI-ReID) is an important and challenging task in intelligent video surveillance.
no code implementations • 27 Oct 2022 • Jie Cao, Mandi Luo, Junchi Yu, Ming-Hsuan Yang, Ran He
Then, we optimize the augmented samples by minimizing the norms of the data scores, i. e., the gradients of the log-density functions.
no code implementations • 10 Jun 2022 • Ziming Yang, Jian Liang, Chaoyou Fu, Mandi Luo, Xiao-Yu Zhang
Secondly, we devise a face synthesis module (FSM) to generate a large number of images with stochastic combinations of disentangled identities and attributes for enriching the attribute diversity of synthetic images.
no code implementations • 10 Nov 2020 • Yuhe Ding, Xin Ma, Mandi Luo, Aihua Zheng, Ran He
Considering the intuitive artifacts in the existing methods, we propose a contrastive style loss for style rendering to enforce the similarity between the style of rendered photo and the caricature, and simultaneously enhance its discrepancy to the photos.
no code implementations • 14 Jan 2020 • Hao Zhu, Mandi Luo, Rui Wang, Aihua Zheng, Ran He
Audio-visual learning, aimed at exploiting the relationship between audio and visual modalities, has drawn considerable attention since deep learning started to be used successfully.
no code implementations • 21 Dec 2019 • Xin Ma, Yi Li, Huaibo Huang, Mandi Luo, Ran He
Real-world image super-resolution (SR) is a challenging image translation problem.