Minh Hoai Nguyen – Publications

• All publications in Chronological Order, or in Google Scholar

• Selected publications on main research interests:

  • Human Action Recognition

  • Early Event Detection and Prediction

  • Human Gaze Analysis

  • Hand Detection

  • Visual Counting

  • Learning from weakly-, noisily-, or un-labeled data

• Selected publications on other topics:

  • Facial Behavior Analysis

  • Deep-learning for Illumination and Material Analysis

Referred publications on Human Gaze Prediction

	Look Hear: Gaze Prediction for Speech-directed Human Attention. S. Mondal, S. Ahn, Z. Yang, N. Balasubramanian, D. Samaras, G. Zelinsky, M. Hoai (2024) European Conference on Computer Vision (ECCV). Paper Spotlight Poster Slides Code BibTex
	Diffusion-Refined VQA Annotations for Semi-Supervised Gaze Following. Q. Miao, A. Graikos, J. Zhang, S. Mondal, M. Hoai, D. Samaras (2024) European Conference on Computer Vision (ECCV). Paper Code BibTex
	Characterizing Learners’ Complex Attentional States During Online Multimedia Learning Using Eye-tracking, Egocentric Camera, Webcam, and Retrospective recalls. P. Chandran, Y. Huang, J. Munsell, B. Howatt, B. Wallace, L. Wilson, S. D. M. Hoai, S. Rebello, L. C. Loschky (2024) Proceedings of Symposium on Eye Tracking Research and Applications. Paper Slides BibTex
	Mapping students’ self-reported cognitive load, situational engagement, and attentional-cognitive states in an online multimedia learning module. S. Rebello, J. Munsell, P. Chandran, L. Loschky, Y. Huang, M. Hoai, S. D'Mello (2024) Proceedings of Physics Education Research Conference. Paper Poster BibTex
	Unifying Top-down and Bottom-up Scanpath Prediction using Transformers. Z. Yang, S. Mondal, S. Ahn, R. Xue, G. Zelinsky, M. Hoai, D. Samaras (2024) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Code BibTex
	Gazeformer: Scalable, Effective and Fast Prediction of Goal-Directed Human Attention. S. Mondal, Z. Yang, S. Ahn, D. Samaras, G. Zelinsky, M. Hoai (2023) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Poster Slides Code BibTex
	Patch-level Gaze Distribution Prediction for Gaze Following. Q. Miao, M. Hoai, D. Samaras (2023) Winter Conference on Applications of Computer Vision (WACV). Paper BibTex
	Target-absent Human Attention. Z. Yang, S. Mondal, S. Ahn, M. Hoai, G. Zelinsky, D. Samaras (2022) European Conference on Computer Vision (ECCV). Paper Poster Slides Code BibTex
	Characterizing Target-absent Human Attention. Y. Chen, Z. Yang, S. Chakraborty, S. Mondal, S. Ahn, D. Samaras, M. Hoai, G. Zelinsky (2022) Proceedings of CVPR International Workshop on Gaze Estimation and Prediction in the Wild. Paper BibTex
	COCO-Search18 fixation dataset for predicting goal-directed attention control. Y. Chen, Z. Yang, S. Ahn, D. Samaras, M. Hoai, G. Zelinsky (2021) Scientific Reports, 11(8776). Paper BibTex
	Predicting Goal-directed Human Attention Using Inverse Reinforcement Learning. Z. Yang, L. Huang, Y. Chen, Z. Wei, S. Ahn, G. Zelinsky, D. Samaras, M. Hoai (2020) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Oral-Presentation Project BibTex Nominated for Best Paper Awards (among 26 out of 5,865 submissions)
	Predicting Goal-directed Attention Control Using Inverse-Reinforcement Learning. G. Zelinsky, Y. Chen, S. Ahn, H. Adeli, Z. Yang, L. Huang, D. Samaras, M. Hoai (2020) Journal of Neurons, Behavior, Data analysis, and Theory. Paper Data BibTex
	A Study of Human Gaze Behavior During Visual Crowd Counting. R. Annadi, Y. Chen, V. Ranjan, D. Samaras, G. Zelinsky, M. Hoai (2020) arXiv:2009.06502. Paper Project Data BibTex
	Machine Learning Predicts Responses to Conceptual Questions Using Eye Movements. S. Rebello, M. Hoai, Y. Wang, T. Zu, J. Hutson, L. Loschky (2018) Proceedings of the Physics Education Research Conference. Paper BibTex
	Benchmarking Gaze Prediction for Categorical Visual Search. G. Zelinsky, Z. Yang, L. Huang, Y. Chen, S. Ahn, Z. Wei, H. Adeli, D. Samaras, M. Hoai (2019) CVPR Workshop - Mutual Benefits of Cognitive and Computer Vision. Paper Data BibTex
	Learned Region Sparsity and Diversity Also Predict Visual Attention. Z. Wei, H. Adeli, M. Hoai, G. Zelinsky, D. Samaras (2016) Advances in Neural Information Processing Systems (NIPS). Paper BibTex