User profiles for Xin Geng

Xin Geng

School of Computer Science and Engineering, Southeast University
Verified email at seu.edu.cn
Cited by 9882

Automatic age estimation based on facial aging patterns

X Geng, ZH Zhou, K Smith-Miles - IEEE Transactions on pattern …, 2007 - ieeexplore.ieee.org
While recognition of most facial variations, such as identity, expression, and gender, has
been extensively studied, automatic age estimation has rarely been explored. In contrast to …

Cell death by pyroptosis drives CD4 T-cell depletion in HIV-1 infection

G Doitsh, NLK Galloway, X Geng, Z Yang, KM Monroe… - Nature, 2014 - nature.com
The pathway causing CD4 T-cell death in HIV-infected hosts remains poorly understood
although apoptosis has been proposed as a key mechanism. We now show that caspase-3-…

Facial age estimation by learning from label distributions

X Geng, C Yin, ZH Zhou - IEEE transactions on pattern analysis …, 2013 - ieeexplore.ieee.org
One of the main difficulties in facial age estimation is that the learning algorithms cannot
expect sufficient and complete training data. Fortunately, the faces at close ages look quite …

Label distribution learning

X Geng - IEEE Transactions on Knowledge and Data …, 2016 - ieeexplore.ieee.org
Although multi-label learning can deal with many problems with label ambiguity, it does not
fit some real applications well where the overall distribution of the importance of the labels …

IFI16 DNA sensor is required for death of lymphoid CD4 T cells abortively infected with HIV

KM Monroe, Z Yang, JR Johnson, X Geng, G Doitsh… - Science, 2014 - science.org
The progressive depletion of quiescent “bystander” CD4 T cells, which are nonpermissive to
HIV infection, is a principal driver of the acquired immunodeficiency syndrome (AIDS). …

Supervised nonlinear dimensionality reduction for visualization and classification

X Geng, DC Zhan, ZH Zhou - IEEE Transactions on Systems …, 2005 - ieeexplore.ieee.org
When performing visualization and classification, people often confront the problem of
dimensionality reduction. Isomap is one of the most promising nonlinear dimensionality reduction …

Projection functions for eye detection

ZH Zhou, X Geng - Pattern recognition, 2004 - Elsevier
In this paper, the generalized projection function (GPF) is defined. Both the integral projection
function (IPF) and the variance projection function (VPF) can be viewed as special cases …

Deep label distribution learning with label ambiguity

…, C Xing, CW Xie, J Wu, X Geng - IEEE Transactions on …, 2017 - ieeexplore.ieee.org
Convolutional neural networks (ConvNets) have achieved excellent recognition performance
in various visual recognition tasks. A large labeled training set is one of the most important …

Efficient diffusion training via min-snr weighting strategy

…, C Li, J Bao, D Chen, H Hu, X Geng… - Proceedings of the …, 2023 - openaccess.thecvf.com
Denoising diffusion models have been a mainstream approach for image generation, however,
training these models often suffers from slow convergence. In this paper, we discovered …

Binary relevance for multi-label learning: an overview

ML Zhang, YK Li, XY Liu, X Geng - Frontiers of Computer Science, 2018 - Springer
Multi-label learning deals with problems where each example is represented by a single
instance while being associated with multiple class labels simultaneously. Binary relevance is …