8 citations · 21 across the 9 of their papers we have counts for
9 papers
Event Camera Data Pre-training
Yan Yang, Liyuan Pan, Liu Liu
This paper proposes a pre-trained neural network for handling event camera data. Our model is a self-supervised learning framework, and uses paired event camera data and natural RG…
Prediction of superconducting properties of materials based on machine learning models
Jie Hu, Yongquan Jiang, Yang Yan +1
The application of superconducting materials is becoming more and more widespread. Traditionally, the discovery of new superconducting materials relies on the experience of experts…
Exemplar Guided Deep Neural Network for Spatial Transcriptomics Analysis of Gene Expression Prediction
Yan Yang, Md Zakir Hossain, Eric A Stone +1
Spatial transcriptomics (ST) is essential for understanding diseases and developing novel treatments. It measures gene expression of each fine-grained area (i.e., different windows…
Less is More: Facial Landmarks can Recognize a Spontaneous Smile
Md. Tahrim Faroque, Yan Yang, Md Zakir Hossain +3
Smile veracity classification is a task of interpreting social interactions. Broadly, it distinguishes between spontaneous and posed smiles. Previous approaches used hand-engineere…
Hardness prediction of age-hardening aluminum alloy based on ensemble learning
Houchen Zuo, Yongquan Jiang, Yan Yang +2
With the rapid development of artificial intelligence, the combination of material database and machine learning has driven the progress of material informatics. Because aluminum a…
DPST: De Novo Peptide Sequencing with Amino-Acid-Aware Transformers
Yan Yang, Zakir Hossain, Khandaker Asif +3
De novo peptide sequencing aims to recover amino acid sequences of a peptide from tandem mass spectrometry (MS) data. Existing approaches for de novo analysis enumerate MS evidence…
Molecular distance matrix prediction based on graph convolutional networks
Xiaohui Lin, Yongquan Jiang, Yan Yang
Molecular structure has important applications in many fields. For example, some studies show that molecular spatial information can be used to achieve better prediction results wh…
S2FGAN: Semantically Aware Interactive Sketch-to-Face Translation
Yan Yang, Md Zakir Hossain, Tom Gedeon +1
Interactive facial image manipulation attempts to edit single and multiple face attributes using a photo-realistic face and/or semantic mask as input. In the absence of the photo-r…
RealSmileNet: A Deep End-To-End Network for Spontaneous and Posed Smile Recognition
Yan Yang, Md Zakir Hossain, Tom Gedeon +1
Smiles play a vital role in the understanding of social interactions within different communities, and reveal the physical state of mind of people in both real and deceptive ways.…