Minh Hoai Nguyen – Publications
Please cite using M. Hoai for publications in or after 2011 and M.H. Nguyen for publications before 2011.
All publications in Google Scholar, or chronological order:
Selected publications on main research interests:
Selected publications on other topics:
Referred publications beween 2020 and 2023
 | Building and Nurturing AI Development in Vietnam. H. Bui, M. Hoai, D. Nguyen, L. Pham, D. Phung (2023) Communications of the ACM, 66(7), 75–76. Paper BibTex |
 | Reward Maps Predict Target-present and Target-absent Visual Search. G. Zelinsky, S. Ahn, Z. Yang, Y. Chen, S. Mondal, M. Hoai, D. Samaras (2023) Journal of Vision, 23(9), 5161–5161. BibTex |
 | Interactive Class-Agnostic Object Counting. Y. Huang, V. Ranjan, M. Hoai (2023) International Conference on Computer Vision (ICCV). Paper Spotlight Poster Slides Project Code BibTex |
 | Object Detection with Self-Supervised Scene Adaptation. Z. Zhang, M. Hoai (2023) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Poster Slides 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 |
 | HyperCUT: Video Sequence from a Single Blurry Image using Unsupervised Ordering. D. Pham, P. Tran, A. Tran, C. Pham, R. Nguyen, M. Hoai (2023) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Poster Slides Code BibTex |
 | Text-Derived Knowledge Helps Vision: A Simple Cross-modal Distillation for Video-based Action Anticipation. S. Ghosh, T. Aggarwal, M. Hoai, N. Balasubramanian (2023) Proceedings of Conference of the European Chapter of the Association for Computational Linguistics. Paper 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 |
 | Gradient Boosting Decision-Tree-Based Algorithm With Neuroimaging for Personalized Treatment in Depression. F. Ali, K. Wengler, X. He, M. Hoai, R. Parsey, C. DeLorenzo (2022) Neuroscience Informatics. Paper BibTex |
 | From Within to Between: Knowledge Distillation for Cross Modality Retrieval. V. Tran, N. Balasubramanian, M. Hoai (2022) Asian Conference on Computer Vision (ACCV). Paper Poster Slides Code BibTex |
 | Self-Supervised Learning with Multi-View Rendering for 3D Point Cloud Analysis. B. Tran, S. Hua, A. Tran, M. Hoai (2022) Asian Conference on Computer Vision (ACCV). Paper Poster Slides Code BibTex |
 | Exemplar Free Class Agnostic Counting. V. Ranjan, M. Hoai (2022) Asian Conference on Computer Vision (ACCV). Paper Poster Slides Code BibTex |
 | Few-Shot Object Counting and Detection. T. Nguyen, C. Pham, K. Nguyen, M. Hoai (2022) European Conference on Computer Vision (ECCV). Paper Poster Slides Code 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 |
 | Forward Propagation, Backward Regression, and Pose Association for Hand Tracking in the Wild. M. Huang, S. Narasimhaswamy, S. Vazir, H. Ling, M. Hoai (2022) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Poster Slides Project Code BibTex |
 | Whose Hands are These? Hand Detection and Hand-Body Association in the Wild. S. Narasimhaswamy, T. Nguyen, M. Huang, M. Hoai (2022) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight Poster Slides Project 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 |
 | Exemplar-Based Early Event Prediction in Video. Z. Zhang, F. M. Koraishy, M. Hoai (2021) Proceedings of British Machine Vision Conference (BMVC). Paper Spotlight Slides BibTex |
 | Learning To Count Everything. V. Ranjan, U. Sharma, T. Nguyen, M. Hoai (2021) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Slides Code BibTex |
 | Progressive Semantic Segmentation. C. Huynh, A. Tran, K. Luu, M. Hoai (2021) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Code BibTex |
 | Dictionary-guided Scene Text Recognition. N. Nguyen, T. Nguyen, V. Tran, T. Tran, T. Ngo, T. Nguyen, M. Hoai (2021) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Code BibTex |
 | Explore Image Deblurring via Encoded Blur Kernel Space. P. Tran, A. Tran, Q. Phung, M. Hoai (2021) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Code BibTex |
 | Lipstick ain't enough: Beyond Color Matching for In-the-Wild Makeup Transfer. T. Nguyen, A. Tran, M. Hoai (2021) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Code BibTex |
 | Knowledge Distillation for Human Action Anticipation. V. Tran, Y. Wang, Z. Zhang, M. Hoai (2021) IEEE International Conference on Image Processing (ICIP). Paper BibTex |
 | Progressive Knowledge Distillation for Early Action Recognition. V. Tran, N. Balasubramanian, M. Hoai (2021) IEEE International Conference on Image Processing (ICIP). 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 |
 | Localization in the Crowd with Topological Constraints. S. Abousamra, M. Hoai, D. Samaras, C. Chen (2021) AAAI Conference on Artificial Intelligence (AAAI). Paper Code BibTex |
 | Self-controlling photonic-on-chip networks with deep reinforcement learning. N. Do, D. Truong, D. Nguyen, M. Hoai, C. Pham (2021) Scientific Reports, 11(23151). Paper BibTex |
 | Short and Long-term Recovery after Moderate or Severe Acute Kidney Injury in patients with and without COVID-19. S. Sun, R. R. Annadi, I. Chaudhri, K. Munir, J. Hajagos, J. Saltz, M. Hoai, S. K. Mallipattu, R. Moffit, F. M. Koraishy (2021) Kidney360. Paper BibTex |
 | Supervoxel Attention Graphs for Long-Range Video Modeling. Y. Wang, G. Bertasius, T. Oh, A. Gupta, M. Hoai, L. Torresani (2021) Winter Conference on Applications of Computer Vision (WACV). Paper BibTex |
 | Adaptive Streaming of 360-Degree Videos with Reinforcement Learning. S. Park, M. Hoai, A. Bhattacharya, S. R. Das (2021) Winter Conference on Applications of Computer Vision (WACV). Paper 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 |
 | Sequence-to-Segments Networks for Detecting Segments in Videos. Z. Wei, B. Wang, M. Hoai, J. Zhang, Z. Lin, X. Shen, R. Mech, D. Samaras (2021) IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), 43(3), 1009–1021. Paper Poster BibTex |
 | Toward realistic single-view 3d object reconstruction with unsupervised learning from multiple images. L. Ho, A. T. Tran, Q. Phung, M. Hoai (2021) International Conference on Computer Vision (ICCV). Paper BibTex |
 | Interactive Visual Study of Multiple Attributes Learning Model of X-Ray Scattering Images. X. Huang, S. Jamonnak, Y. Zhao, B. Wang, M. Hoai, K. Yager, W. Xu (2021) IEEE Transactions on Visualization and Computer Graphics, 27(2), 1312–1321. Paper Spotlight Oral-Presentation BibTex |
 | Distribution Matching for Crowd Counting. B. Wang, H. Liu, D. Samaras, M. Hoai (2020) Advances in Neural Information Processing Systems (NeurIPS). Paper Spotlight Oral-Presentation Slides Demo Code BibTex |
 | Detecting Hands and Recognizing Physical Contact in the Wild. S. Narasimhaswamy, T. Nguyen, M. Hoai (2020) Advances in Neural Information Processing Systems (NeurIPS). Paper Slides Code Data BibTex |
 | Uncertainty Estimation and Sample Selection for Crowd Counting. V. Ranjan, B. Wang, M. Shah, M. Hoai (2020) Asian Conference on Computer Vision (ACCV). Paper Spotlight Code BibTex |
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| Association of Proteinuria and Hematuria with Acute Kidney Injury and Mortality in Hospitalized Patients with COVID-19. I. Chaudhri, R. Moffitt, E. Taub, R. R. Annadi, M. Hoai, O. Bolotova, J. Yoo, S. Dhaliwal, H. Sahib, F. Daccueil, J. Hajagos, M. Saltz, J. Saltz, S. K. Mallipattu, F. M. Koraishy (2020) Kidney & Blood Pressure Research. Paper BibTex |
 | 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 |
 | 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) |
 | Active Vision for Early Recognition of Human Actions. B. Wang, L. Huang, M. Hoai (2020) IEEE Conference on Computer Vision and Pattern Recognition (CVPR). Paper Spotlight 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 |
 | Attentive Action and Context Factorization. Y. Wang, V. Tran, G. Bertasius, L. Torresani, M. Hoai (2020) Proceedings of British Machine Vision Conference (BMVC). Paper Project 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 |
 | Structural and Functional Decomposition for Personality Image Captioning in a Communication Game. M. T. Nguyen, D. Phung, M. Hoai, T. H. Nguyen (2020) EMNLP Findings. Paper BibTex |