Jialei Chen

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Comprehensive Evaluation

Partial Differential Equations

Feature Mapping

Semantic Segmentation

Top Venues

Comput. Biol. Medicine

VISIGRAPP (2): VISAPP

SIAM/ASA J. Uncertain. Quantification

Publications

Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase
Frozen is better than learning: A new design of prototype-based classifier for semantic segmentation. Pattern Recognit. 152 (2024)
Chenkai Zhang, Daisuke Deguchi, Jialei Chen, Hiroshi Murase
Comprehensive Evaluation of End-to-End Driving Model Explanations for Autonomous Vehicles. VISIGRAPP (2): VISAPP (2024)
Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Hiroshi Murase
Centroid Module for Shaping Feature Space in Semantic Segmentation. CACML (2024)
Hiroto Murakami, Jialei Chen, Daisuke Deguchi, Takatsugu Hirayama, Yasutomo Kawanishi, Hiroshi Murase
Pedestrian's Gaze Object Detection in Traffic Scene. VISIGRAPP (2): VISAPP (2024)
Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Hiroshi Murase
Generalizable Semantic Vision Query Generation for Zero-shot Panoptic and Semantic Segmentation. CoRR (2024)
Zhe Wei, Zhanpeng Zhou, Shuyan Yu, Jialei Chen
Enhanced Indoor Positioning Using RSSI and Time-Distributed Auto Encoder-Gated Recurrent Unit Model. Sensors 24 (15) (2024)
Geet Lahoti, Chitta Ranjan, Jialei Chen, Hao Yan, Chuck Zhang
Convolutional Neural Network-Assisted Adaptive Sampling for Sparse Feature Detection in Image and Video Data. IEEE Intell. Syst. 38 (1) (2023)
Jialei Chen, Weihua Wang, Shuai Shao
Scientific Reading Comprehension with Sentences Selection and Ranking. NLPCC (3) (2023)
Andre Manoel, Mirian del Carmen Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Robert Sim, Dan Miller, Danny Karmon, Dimitrios Dimitriadis
Federated Multilingual Models for Medical Transcript Analysis. CHIL (2023)
Jialei Chen, Daisuke Deguchi, Chenkai Zhang, Xu Zheng, Hiroshi Murase
CLIP Is Also a Good Teacher: A New Learning Framework for Inductive Zero-shot Semantic Segmentation. CoRR (2023)
Daniel Madrigal Diaz, Andre Manoel, Jialei Chen, Nalin Singal, Robert Sim
Project Florida: Federated Learning Made Easy. CoRR (2023)
Pufang Shan, Jialei Chen, Chong Fu, Lin Cao, Ming Tie, Chiu-Wing Sham
Automatic skin lesion classification using a novel densely connected convolutional network integrated with an attention module. J. Ambient Intell. Humaniz. Comput. 14 (7) (2023)
Jialei Chen, Yuanbo Xu, Pengyang Wang, Yongjian Yang
Deep Generative Imputation Model for Missing Not At Random Data. CIKM (2023)
Jialei Chen, Yuanbo Xu, Pengyang Wang, Yongjian Yang
Deep Generative Imputation Model for Missing Not At Random Data. CoRR (2023)
Andre Manoel, Mirian Hipolito Garcia, Tal Baumel, Shize Su, Jialei Chen, Dan Miller, Danny Karmon, Robert Sim, Dimitrios Dimitriadis
Federated Multilingual Models for Medical Transcript Analysis. CoRR (2022)
Xu Zheng, Chong Fu, Haoyu Xie, Jialei Chen, Xingwei Wang, Chiu-Wing Sham
Uncertainty-aware deep co-training for semi-supervised medical image segmentation. Comput. Biol. Medicine 149 (2022)
Jialei Chen, Zhaonan Liu, Kan (Kevin) Wang, Chen Jiang, Chuck Zhang, Ben Wang
A calibration-free method for biosensing in cell manufacturing. IISE Trans. 54 (1) (2022)
Jialei Chen, Zhehui Chen, Chuck Zhang, C. F. Jeff Wu
APIK: Active Physics-Informed Kriging Model with Partial Differential Equations. SIAM/ASA J. Uncertain. Quantification 10 (1) (2022)
Wei Yang, Jialei Chen, Chuck Zhang, Kamran Paynabar
Online detection of cyber-incidents in additive manufacturing systems via analyzing multimedia signals. Qual. Reliab. Eng. Int. 38 (3) (2022)
Jialei Chen, Chong Fu, Haoyu Xie, Xu Zheng, Rong Geng, Chiu-Wing Sham
Uncertainty teacher with dense focal loss for semi-supervised medical image segmentation. Comput. Biol. Medicine 149 (2022)
Hongzhen Tian, Andi Wang, Jialei Chen, Xuzhou Jiang, Jianjun Shi, Chuck Zhang, Yajun Mei, Ben Wang
Treatment Effect Modeling for FTIR Signals Subject to Multiple Sources of Uncertainties. IEEE Trans Autom. Sci. Eng. 19 (2) (2022)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Active Image Synthesis for Efficient Labeling. IEEE Trans. Pattern Anal. Mach. Intell. 43 (11) (2021)
Xu Zheng, Chong Fu, Haoyu Xie, Jialei Chen, Xingwei Wang, Chiu-Wing Sham
Uncertainty-Aware Deep Co-training for Semi-supervised Medical Image Segmentation. CoRR (2021)
Jialei Chen, Simon Mak, V. Roshan Joseph, Chuck Zhang
Function-on-Function Kriging, With Applications to Three-Dimensional Printing of Aortic Tissues. Technometrics 63 (3) (2021)
Jialei Chen, Zhehui Chen, Chuck Zhang, C. F. Jeff Wu
APIK: Active Physics-Informed Kriging Model with Partial Differential Equations. CoRR (2020)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
AVP: Physics-informed Data Generation for Small-data Learning. CoRR (2019)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation. CoRR (2018)
Jialei Chen, Yujia Xie, Kan (Kevin) Wang, Zih Huei Wang, Geet Lahoti, Chuck Zhang, Mani A. Vannan, Ben Wang, Zhen Qian
Generative Invertible Networks (GIN): Pathophysiology-Interpretable Feature Mapping and Virtual Patient Generation. MICCAI (1) (2018)