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Moikka! I am the machine learning team lead at CubiCasa and a researcher at the Center for Machine Vision and Signal Analysis (CMVS), University of Oulu, Finland. Got my doctoral degree in Computer Science and Engineering from CMVS where I've co-advised by Prof. Janne Heikkilä, Prof. Jiří Matas, and Prof. Esa Rahtu working in the Infotech Oulu funded project. Pique interest in large-scale 3D reconstruction, 3D scene understanding, 3D human pose, novel view synthesis, LLMs and LMMs. Love books, skiing, music, Jung's psychological types and effective learning.
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Lam Huynh, Esa Rahtu, Jiří Matas, Janne Heikkilä arXiv, 2022 |
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Lam Huynh, Phong Nguyen-Ha, Jiří Matas, Esa Rahtu, Janne Heikkilä WACV, 2022 |
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Hessian Loss Lam Huynh, Matteo Pedone, Phong Nguyen-Ha, Jiří Matas, Esa Rahtu, Janne Heikkilä 3DV, 2021 (oral) |
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Lam Huynh, Tri Nguyen, Thu Nguyen, Susanna Pirttikangas, Pekka Siirtola ACM UbiComp-ISWC Adjunct, 2021 |
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Lam Huynh, Phong Nguyen-Ha, Jiří Matas, Esa Rahtu, Janne Heikkilä ICCV, 2021 project page / arXiv / code |
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Lam Huynh, Phong Nguyen-Ha, Jiří Matas, Esa Rahtu, Janne Heikkilä ECCV, 2020 project page / arXiv / code |
 
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Master thesis, funded by Cubicasa Oy and Business Finland Published on Jultika, 2018 Supervisors: Prof. Janne Heikkilä, Dr. Markus Ylimäki This work introduces a deep-learning-based structure-from-motion pipeline for the dense 3D scene reconstruction problem. |
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Visiting Researcher, IMD lab NAIST, Japan. July-October 2018. Working on Human 3D Pose Estimation for Sprint (running) using learning-based approaches. This work is a collaboration with MSc. Yuma Ouchi, MSc. Taisei Watanabe, MSc. Ayaka Matsumoto and, Prof. Takafumi Taketomi. |
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Documentation, Oulu, March 2019 This document is for everyone who still confuse with the relative camera poses and the relationship betweeen the camera and world coordinate. How to do the transformation from one camera coordinate to the other camera coordinate. There are many ways to do this wrong, therefore we should clearly understand these terms. |
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Documentation, Oulu, 30th March 2019 Learning diary of the basic of university pedagogy, from which I learned the fundamental of teaching and had lot of interesting discussions. Thanks to Dr. Sonja Lutovac for this amazing course. |
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Documentation, Oulu, 05th April 2019 A practical scheme to remember and understand deeply what we have learned. |
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Spring 2018: Deep learning
(Dr. Li Liu,
Dr. Jie Chen)
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Conference: ICME'21, WACV'22, ICME'22, WACV'23, AAAI'23, ICASSP'23, ICME'23, WACV'24, AAAI'24, ICASSP'24 Journal: IEEE Transactions on Pattern Analysis and Machine Intelligence, Image and Vision Computing, Neurocomputing, IET Computer Vision |
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