41 citations · 79 across the 9 of their papers we have counts for
9 papers
Accelerating Globally Optimal Consensus Maximization in Geometric Vision
Xinyue Zhang, Liangzu Peng, Wanting Xu +1
Branch-and-bound-based consensus maximization stands out due to its important ability of retrieving the globally optimal solution to outlier-affected geometric problems. However, w…
Mpox-AISM: AI-Mediated Super Monitoring for Mpox and Like-Mpox
Yubiao Yue, Minghua Jiang, Xinyue Zhang +5
Swift and accurate diagnosis for earlier-stage monkeypox (mpox) patients is crucial to avoiding its spread. However, the similarities between common skin disorders and mpox and the…
CheXplaining in Style: Counterfactual Explanations for Chest X-rays using StyleGAN
Matan Atad, Vitalii Dmytrenko, Yitong Li +6
Deep learning models used in medical image analysis are prone to raising reliability concerns due to their black-box nature. To shed light on these black-box models, previous works…
Boosting RANSAC via Dual Principal Component Pursuit
Yunchen Yang, Xinyue Zhang, Tianjiao Ding +3
In this paper, we revisit the problem of local optimization in RANSAC. Once a so-far-the-best model has been found, we refine it via Dual Principal Component Pursuit (DPCP), a robu…
ANOMALYMAXQ:Anomaly-Structured Maximization to Query in Attributed Network
Xinyue Zhang, Nannan Wu, Zixu Zhen +1
The detection of anomaly subgraphs naturally appears in various real-life tasks, yet label noise seriously interferes with the result. As a motivation for our work, we focus on ina…
Diverse Melody Generation from Chinese Lyrics via Mutual Information Maximization
Ruibin Yuan, Ge Zhang, Anqiao Yang +1
In this paper, we propose to adapt the method of mutual information maximization into the task of Chinese lyrics conditioned melody generation to improve the generation quality and…
From Dark Matter to Galaxies with Convolutional Neural Networks
Jacky H. T. Yip, Xinyue Zhang, Yanfang Wang +7
Cosmological simulations play an important role in the interpretation of astronomical data, in particular in comparing observed data to our theoretical expectations. However, to co…
From Dark Matter to Galaxies with Convolutional Networks
Xinyue Zhang, Yanfang Wang, Wei Zhang +5
Cosmological surveys aim at answering fundamental questions about our Universe, including the nature of dark matter or the reason of unexpected accelerated expansion of the Univers…
Image Registration Based Flicker Solving in Video Face Replacement and Analysis Based Sub-pixel Image Registration
Xiaofang Wang, Guoqiang Xiang, Xinyue Zhang +1
In this paper, a framework of video face replacement is proposed and it deals with the flicker of swapped face in video sequence. This framework contains two main innovations: 1) t…