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 Learning from Weakly-, Noisily-, or Un-labeled data

	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
	Learning Visual Emotion Representations from Web Data. Z. Wei, J. Zhang, Z. Lin, J. Lee, N. Balasubramanian, M. Hoai, D. Samaras (2020) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Code-Data BibTex
	Large scale shadow annotation and detection using lazy annotation and stacked CNNs. L. Hou, T. F. Y. Vicente, M. Hoai, D. Samaras (2021) IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43(4), 1337–1351. Paper BibTex
	Pulling Actions out of Context: Explicit Separation for Effective Combination. Y. Wang, M. Hoai (2018) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Poster Project BibTex
	A+D Net: Training a Shadow Detector with Adversarial Shadow Attenuation. H. Le, T. F. Y. Vicente, V. Nguyen, M. Hoai, D. Samaras (2018) European Conference on Computer Vision (ECCV). Paper Poster Demo Demo-Video Project BibTex
	Large-scale Training of Shadow Detectors with Noisily-Annotated Shadow Examples. T. F. Y. Vicente, L. Hou, C. Yu, M. Hoai, D. Samaras (2016) European Conference on Computer Vision (ECCV). Paper Project BibTex
	Noisy Label Recovery for Shadow Detection in Unfamiliar Domains. T. F. Y. Vicente, M. Hoai, D. Samaras (2016) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Project BibTex
	Learning Discriminative Localization from Weakly Labeled Data. M. Hoai, L. Torresani, F. De la Torre, C. Rother (2014) Pattern Recognition (PR), 47(3), 1523–1534. Paper Project Project Code BibTex
	Discriminative Sub-categorization. M. Hoai, A. Zisserman (2013) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Poster Slides Project Code BibTex
	Maximum Margin Temporal Clustering. M. Hoai, F. De la Torre (2012) Proceedings of International Conference on Artificial Intelligence and Statistics. Paper BibTex
	Weakly supervised discriminative localization and classification: a joint learning process. M. H. Nguyen, L. Torresani, F. De la Torre, C. Rother (2009) International Conference on Computer Vision (ICCV). Paper Poster Project BibTex
	Robust Kernel Principal Component Analysis. M. H. Nguyen, F. De la Torre (2009) Advances in Neural Information Processing Systems (NIPS). Paper Spotlight Poster BibTex
	Parameterized Kernel Principal Component Analysis: Theory and Applications to Supervised and Unsupervised Image Alignment. F. De la Torre, M. H. Nguyen (2008) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper BibTex