no code implementations • 29 Mar 2024 • Robik Shrestha, Yang Zou, Qiuyu Chen, Zhiheng Li, Yusheng Xie, Siqi Deng
In this work, we introduce Fair Retrieval Augmented Generation (FairRAG), a novel framework that conditions pre-trained generative models on reference images retrieved from an external image database to improve fairness in human generation.
1 code implementation • 13 Mar 2024 • Zhangxuan Dang, Yu Zheng, Xinglin Lin, Chunlei Peng, Qiuyu Chen, Xinbo Gao
We consider the problem of anomaly network traffic detection and propose a three-stage anomaly detection framework using only normal traffic.
1 code implementation • 15 Aug 2020 • Qiuyu Chen, Wei zhang, Jianping Fan
Instance-level alignment is widely exploited for person re-identification, e. g. spatial alignment, latent semantic alignment and triplet alignment.
Ranked #30 on Person Re-Identification on DukeMTMC-reID
no code implementations • CVPR 2020 • Qiuyu Chen, Wei zhang, Ning Zhou, Peng Lei, Yi Xu, Yu Zheng, Jianping Fan
Specifically, the fractional dilated kernel is adaptively constructed according to the image aspect ratios, where the interpolation of nearest two integers dilated kernels is used to cope with the misalignment of fractional sampling.
no code implementations • CVPR 2019 • Qiuyu Chen, Wei Zhang, Jun Yu, Jianping Fan
In this paper, a deep embedding algorithm is developed to achieve higher accuracy rates on large-scale image classification.
no code implementations • ICLR 2018 • Wei Zhang, Qiuyu Chen, Jun Yu, Jianping Fan
In this paper, a deep boosting algorithm is developed to learn more discriminative ensemble classifier by seamlessly combining a set of base deep CNNs (base experts) with diverse capabilities, e. g., these base deep CNNs are sequentially trained to recognize a set of object classes in an easy-to-hard way according to their learning complexities.
no code implementations • 22 Sep 2017 • Qiuyu Chen, Ryoma Bise, Lin Gu, Yinqiang Zheng, Imari Sato, Jenq-Neng Hwang, Nobuaki Imanishi, Sadakazu Aiso
We propose a fully automatic system to reconstruct and visualize 3D blood vessels in Augmented Reality (AR) system from stereo X-ray images with bones and body fat.