Search Results for author: Mandi Luo

Found 6 papers, 0 papers with code

Learning Cross-modality Information Bottleneck Representation for Heterogeneous Person Re-Identification

no code implementations29 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.

Person Re-Identification

ScoreMix: A Scalable Augmentation Strategy for Training GANs with Limited Data

no code implementations27 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.

Data Augmentation Image Generation

Heterogeneous Face Recognition via Face Synthesis with Identity-Attribute Disentanglement

no code implementations10 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.

Attribute Data Augmentation +4

Unsupervised Contrastive Photo-to-Caricature Translation based on Auto-distortion

no code implementations10 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.

Caricature Photo-To-Caricature Translation +1

Deep Audio-Visual Learning: A Survey

no code implementations14 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.

audio-visual learning Representation Learning

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