Janet H. Hsiao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 46

Top Topics

Face Recognition

Information Processing

Top Venues

IEEE Trans. Pattern Anal. Mach. Intell.

Publications

Rick Dale, Ruth M. J. Byrne, Emma Cohen, Ophelia Deroy, Samuel J. Gershman, Janet H. Hsiao, Ping Li, Padraic Monaghan, David C. Noelle, Iris van Rooij, Priti Shah, Michael J. Spivey, Sashank Varma
Introduction to Progress and Puzzles of Cognitive Science. Cogn. Sci. 48 (7) (2024)
Chenyang Zhao, Janet H. Hsiao, Antoni B. Chan
Gradient-Based Instance-Specific Visual Explanations for Object Specification and Object Discrimination. IEEE Trans. Pattern Anal. Mach. Intell. 46 (9) (2024)
Guoyang Liu, Yiming Wen, Janet H. Hsiao, Di Zhang, Lan Tian, Weidong Zhou
EEG-Based Familiar and Unfamiliar Face Classification Using Filter-Bank Differential Entropy Features. IEEE Trans. Hum. Mach. Syst. 54 (1) (2024)
Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao
Human attention guided explainable artificial intelligence for computer vision models. Neural Networks 177 (2024)
Yuan Zhong, Chenhui Tang, Yumeng Yang, Ruoxi Qi, Kang Zhou, Yuqi Gong, Pheng-Ann Heng, Janet H. Hsiao, Qi Dou
Weakly-supervised Medical Image Segmentation with Gaze Annotations. CoRR (2024)
Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao
Human Attention-Guided Explainable AI for Object Detection. CogSci (2023)
Guoyang Liu, Janet H. Hsiao, Weidong Zhou, Lan Tian
MartMi-BCI: A matlab-based real-time motor imagery brain-computer interface platform. SoftwareX 22 (2023)
Yueyuan Zheng, Sarah de la Harpe, Angeline Y. Yang, William G. Hayward, Romina Palermo, Janet H. Hsiao
Cultural Differences in the Effect of Mask Use on Face and Facial Expression Recognition. CogSci (2023)
Weiyan Liao, Janet H. Hsiao
Does enlarging font size facilitate English word and sentence reading in children as beginning readers? CogSci (2023)
Ruoxi Qi, Yueyuan Zheng, Yi Yang, Caleb Chen Cao, Janet H. Hsiao
Explanation Strategies for Image Classification in Humans vs. Current Explainable AI. CoRR (2023)
Hui Lan, Ziquan Liu, Janet H. Hsiao, Dan Yu, Antoni B. Chan
Clustering Hidden Markov Models With Variational Bayesian Hierarchical EM. IEEE Trans. Neural Networks Learn. Syst. 34 (3) (2023)
Alice Yang, Guoyang Liu, Yunke Chen, Ruoxi Qi, Jindi Zhang, Janet H. Hsiao
Humans vs. AI in Detecting Vehicles and Humans in Driving Scenarios. CogSci (2023)
Guoyang Liu, Jindi Zhang, Antoni B. Chan, Janet H. Hsiao
Human Attention-Guided Explainable Artificial Intelligence for Computer Vision Models. CoRR (2023)
Ruoxi Qi, Yueyuan Zheng, Yi Yang, Jindi Zhang, Janet H. Hsiao
Individual differences in explanation strategies for image classification and implications for explainable AI. CogSci (2023)
Yuen Yi Lo, Xiaoru Teng, Weiyan Liao, Janet H. Hsiao
Bilingual students' test-taking strategies in content subject assessments. CogSci (2023)
Weiyan Liao, Wing Chi Chong, Janet H. Hsiao
Does word boundary information facilitate Chinese sentence reading in children as beginning readers? CogSci (2022)
Yueyuan Zheng, Danni Chen, Xiaoqing Hu, Janet H. Hsiao
The impact of mask use on social categorization. CogSci (2022)
Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan
PRIMAL-GMM: PaRametrIc MAnifold Learning of Gaussian Mixture Models. IEEE Trans. Pattern Anal. Mach. Intell. 44 (6) (2022)
Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao
HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations. HCOMP (2022)
Yueyuan Zheng, Ying Que, Xiao Hu, Janet H. Hsiao
Predicting Reading Performance based on Eye Movement Analysis with Hidden Markov Models. ICALT (2022)
Jocelyn Ching Yan Kwok, Janet H. Hsiao
The role of reading test strategy in reading comprehension: An eye-movement study. CogSci (2022)
Janet H. Hsiao, Sherry Kit Wa Chan, Antoni B. Chan, Yueyuan Zheng, Kam Man Lau, Hei Lam Michelle Tsang
Eye movement consistency in global-local perceptual processing predicts schizotypy. CogSci (2021)
Weiyan Liao, Janet H. Hsiao
The role of eye movement pattern and global-local information processing abilities in isolated English word reading. CogSci (2021)
Ricky Van-yip Tso, Celine On Hang Chui, Janet H. Hsiao
How Face Mask in COVID-19 Pandemic Disrupts Face Learning and Recognition in Adults with Autism Spectrum Disorder? CogSci (2021)
Luyu Qiu, Yi Yang, Caleb Chen Cao, Jing Liu, Yueyuan Zheng, Hilary Hei Ting Ngai, Janet H. Hsiao, Lei Chen
Resisting Out-of-Distribution Data Problem in Perturbation of XAI. CoRR (2021)
Cheng Li, Esther Yuet Ying Lau, Janet H. Hsiao, Jinxiao Zhang, Yeuk Ching Lam, Jihui Zhang, Lydia Ting Sum Yee, Benjamin Rusak
Impact of sleep deprivation on EEG markers of emotion regulation in young adults. CogSci (2020)
Weiyan Liao, Tze Kwan Li, Yuke Wu, Janet H. Hsiao
Differential Modulation Effects of Music Expertise on English and Chinese Sentence Reading. CogSci (2020)
Janet H. Hsiao, Jeehye An, Antoni B. Chan
The role of eye movement consistency in learning to recognise faces: Computational and experimental examinations. CogSci (2020)
Ying Que, Yueyuan Zheng, Janet H. Hsiao, Xiao Hu
Exploring the Effect of Personalized Background Music on Reading Comprehension. JCDL (2020)
Yeuk Ching Lam, Esther Yuet Ying Lau, Janet H. Hsiao, Cheng Li, Lydia Ting Sum Yee
Habitual Sleep Quality Moderated the Effects of Sleep Deprivation on Emotion Regulation by Third-Person Self Talk: Event-Related Potential (ERP) and Behavioral Findings. CogSci (2020)
Yueyuan Zheng, Janet H. Hsiao
Audiovisual Information Processing in Emotion Recognition: An Eye Tracking Study. CogSci (2020)
Ziquan Liu, Lei Yu, Janet H. Hsiao, Antoni B. Chan
Parametric Manifold Learning of Gaussian Mixture Models. IJCAI (2019)
Janet H. Hsiao, Kin Yan Chan, Yuefeng Du, Antoni B. Chan
Understanding Individual Differences in Eye Movement Pattern During Scene Perception through Co-Clustering of Hidden Markov Models. CogSci (2019)
Janet H. Hsiao, Antoni B. Chan
EMHMM: Eye Movement Analysis with Hidden Markov Models and Its Applications in Cognitive Research. CogSci (2019)
Yueyuan Zheng, Xinchen Ye, Janet H. Hsiao
Does Video Content Facilitate or Impair Comprehension of Documentaries? The Effect of Cognitive Abilities and Eye Movement Strategy. CogSci (2019)
Jeehye An, Janet H. Hsiao
Modulation of mood on eye movement pattern and performance in face recognition. CogSci (2019)
Antoni B. Chan, Janet H. Hsiao
EMHMM Simulation Study. CoRR (2018)
Zhijie Cheng, William G. Hayward, Antoni B. Chan, Janet H. Hsiao
Optimal face recognition performance involves a balance between global and local information processing: Evidence from cultural difference. CogSci (2018)
Jinxiao Zhang, Antoni B. Chan, Esther Y. Y. Lau, Janet H. Hsiao
Insomniacs Misidentify Angry Faces as Fearful Faces Because of Missing the Eyes: an Eye-Tracking Study. CogSci (2017)
Tze Kwan Li, Hei Yan Veronica Chan, Luhe Li, Janet H. Hsiao
How does Music Reading Expertise Modulate Visual Processing of English Words? An ERP study. CogSci (2017)
Tianyin Liu, Tin Yim Chuk, Su-Ling Yeh, Janet H. Hsiao
Transfer of Perceptual Expertise: The Case of Simplified and Traditional Chinese Character Recognition. Cogn. Sci. 40 (8) (2016)
Cynthia Y. H. Chan, J. J. Wong, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao
Analytic Eye Movement Patterns in Face Recognition are Associated with Better Performance and more Top-down Control of Visual Attention: an fMRI Study. CogSci (2016)
Stephan Brueggemann, Antoni B. Chan, Janet H. Hsiao
Hidden Markov Modeling of eye movements with image information leads to better discovery of regions of interest. CogSci (2016)
Tim Chuk, Antoni B. Chan, Shinsuke Shimojo, Janet H. Hsiao
Mind reading: Discovering individual preferences from eye movements using switching hidden Markov models. CogSci (2016)
Tze Kwan Li, Susana T. L. Chung, Janet H. Hsiao
Music Reading Expertise Modulates Visual Spans in both Music Note and English Letter Reading. CogSci (2016)
Janet H. Hsiao, Kit Cheung
Visual Similarity of Words Alone Can Modulate Hemispheric Lateralization in Visual Word Recognition: Evidence From Modeling Chinese Character Recognition. Cogn. Sci. 40 (2) (2016)
Harry K. S. Chung, Jacklyn C. Y. Leung, Janet H. Hsiao
Expertise modulates hemispheric asymmetry in holistic processing: Evidence from Chinese character processing. CogSci (2015)
Cynthia Y. H. Chan, Antoni B. Chan, Tatia M. C. Lee, Janet H. Hsiao
Eye Movement Pattern in Face Recognition is Associated with Cognitive Decline in the Elderly. CogSci (2015)
Tianyin Liu, Janet H. Hsiao
Can experience with different types of writing system modulate holistic processing in speech perception? CogSci (2015)
Tze Kwan Li, Janet H. Hsiao
Music Reading Expertise Modulates Hemispheric Lateralization in English Word processing but not in Chinese Character Processing. CogSci (2015)
Tim Chuk, Antoni B. Chan, Janet H. Hsiao
Hidden Markov model analysis reveals better eye movement strategies in face recognition. CogSci (2015)
Andreas Eckhardt, Christian Maier, Jj Hsieh, Tim Chuk, Antoni B. Chan, Janet H. Hsiao, Ricardo Buettner
Objective measures of IS usage behavior under conditions of experience and pressure using eye fixation data. ICIS (2013)
Tim Chuk, Alvin C. W. Ng, Emanuele Coviello, Antoni B. Chan, Janet H. Hsiao
Understanding eye movements in face recognition with hidden Markov model. CogSci (2013)
Tianyin Liu, Janet H. Hsiao
The perception of simplified and traditional Chinese characters in the eye of simplified and traditional Chinese readers. CogSci (2012)
Benjamin Cipollini, Janet H. Hsiao, Garrison W. Cottrell
Connectivity Asymmetry Can Explain Visual Hemispheric Asymmetries in Local/Global, Face, and Spatial Frequency Processing. CogSci (2012)