Zhixin Huang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 13

Top Topics

Active Learning

Imbalanced Datasets

Image Segmentation

Top Venues

Pervasive Mob. Comput.

Publications

Junyang Chen, Guoheng Huang, Xiaochen Yuan, Guo Zhong, Zewen Zheng, Chi-Man Pun, Jian Zhu, Zhixin Huang
Quaternion Cross-Modality Spatial Learning for Multi-Modal Medical Image Segmentation. IEEE J. Biomed. Health Informatics 28 (3) (2024)
Chenxu Han, Xuelei He, Xiaowei He, Zhixin Huang, Chuang Zhang, Yong Huang
MLWF-Net: Multiple lung windows based fusion network for segmentation of small infected areas in COVID-19 CT slices. CSCWD (2024)
Zhixin Huang, Yujiang He, Bernhard Sick
Spatio-Temporal Attention Graph Neural Network for Remaining Useful Life Prediction. CoRR (2024)
Mengtang Li, Jie Zhu, Zhixin Huang, Chao Gou
Imitating the Human Visual System for Scanpath Predicting. ICASSP (2024)
Zhixin Huang, Yuchen Zhou, Jie Zhu, Chao Gou
Driver Scanpath Prediction Based On Inverse Reinforcement Learning. ICASSP (2024)
Zhixin Huang, Yujiang He, Marek Herde, Denis Huseljic, Bernhard Sick
Active Learning with Fast Model Updates and Class-Balanced Selection for Imbalanced Datasets. IAL@PKDD/ECML (2023)
Qin Zhao, Guoheng Huang, Pingping Xu, Ziyang Chen, Wenyuan Li, Xiaochen Yuan, Guo Zhong, Chi-Man Pun, Zhixin Huang
IDA-Net: Inheritable Deformable Attention Network of structural MRI for Alzheimer's Disease Diagnosis. Biomed. Signal Process. Control. 84 (2023)
Marek Herde, Zhixin Huang, Denis Huseljic, Daniel Kottke, Stephan Vogt, Bernhard Sick
Fast Bayesian Updates for Deep Learning with a Use Case in Active Learning. CoRR (2022)
Yujiang He, Zhixin Huang, Bernhard Sick
Design of Explainability Module with Experts in the Loop for Visualization and Dynamic Adjustment of Continual Learning. CoRR (2022)
Tao Guo, Zhixin Huang, Jingyuan Cheng
LwTool: A data processing toolkit for building a real-time pressure mapping smart textile software system. Pervasive Mob. Comput. 80 (2022)
Yujiang He, Zhixin Huang, Bernhard Sick
Toward Application of Continuous Power Forecasts in a Regional Flexibility Market. IJCNN (2021)
Christian Gruhl, Abdul Hannan, Zhixin Huang, Chandana Nivarthi, Stephan Vogt
The Problem with Real-World Novelty Detection - Issues in Multivariate Probabilistic Models. ACSOS-C (2021)
Zhixin Huang, Yujiang He, Stephan Vogt, Bernhard Sick
Uncertainty and Utility Sampling with Pre-Clustering. IAL@PKDD/ECML (2021)
Zhixin Huang, Ji-hua Guo, Lei Yang, Jian-bo Shao
Studies on the influence of sputtering parameters on magneto-optical properties of GdTbFeCo thin films. EMEIT (2011)