Sohyeon Jeon
Sohyeon Jeon
M.S. in Cognitive Science @Seoul National University
Artificial Intelligence, Computer Vision, Neuroscience, Data Science, Blockchain, Cryptocurrency, DeFi, Decentralization, NFT, Metaverse, Mixed Reality, Stock, Quant, Real Estate
Artificial Intelligence for Art and 3D Reconstruction : https://sites.google.com/view/3dproject1-sh
3D Digital Brain Atlas : https://sites.google.com/view/3dproject2-sh
Mini-Projects : https://sites.google.com/view/myprojects-sh/home
Project Code Git : https://github.com/ssoooj/portfolio_code
Artificial Intelligence
Li, B., Zhang, Y., Zhao, B., & Shao, H. (2020). 3D-Reconstnet: A single-view 3d-object point cloud reconstruction network. IEEE Access, 8, 83782–83790. https://doi.org/10.1109/access.2020.2992554
Karras, T., Laine, S., Aittala, M., Hellsten, J., Lehtinen, J., & Aila, T. (2020). Analyzing and improving the image quality of stylegan. 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). https://doi.org/10.1109/cvpr42600.2020.00813
@misc{pan20212d, title={Do 2D GANs Know 3D Shape? Unsupervised 3D shape reconstruction from 2D Image GANs}, author={Xingang Pan and Bo Dai and Ziwei Liu and Chen Change Loy and Ping Luo}, year={2021}, eprint={2011.00844}, archivePrefix={arXiv}, primaryClass={cs.CV}}
@misc{pham2021meta, title={Meta Pseudo Labels}, author={Hieu Pham and Zihang Dai and Qizhe Xie and Minh-Thang Luong and Quoc V. Le}, year={2021}, eprint={2003.10580}, archivePrefix={arXiv}, primaryClass={cs.LG}}
Forbes, "What's New In Gartner's Hype Cycle For AI, 2019", 2019.9.25
우지환, "인공지능 기술 최신 동향", 정보통신기획평가원, 2020
Phang, J. T., Lim, K. H., & Chiong, R. C. (2021). A review of three dimensional reconstruction techniques. Multimedia Tools and Applications, 80(12), 17879–17891. https://doi.org/10.1007/s11042-021-10605-9
arXiv:2103.03390 [cs.CV]
https://openai.com/blog/dall-e/
Computational Neuroscience
Girard, B., Lienard, J., Gutierrez, C. E., Delord, B., & Doya, K. (2020). A biologically constrained spiking neural network model of the primate basal ganglia with overlapping pathways exhibits action selection. European Journal of Neuroscience, 53(7), 2254–2277. https://doi.org/10.1111/ejn.14869
Bear, M. F., Connors, B. W., & Paradiso, M. A. (2001). Neuroscience: Exploring the brain. Lippincott Williams & Wilkins.
Cisek, P. (n.d.). Cortical mechanisms of action selection: The affordance competition hypothesis. Modelling Natural Action Selection, 208–238. https://doi.org/10.1017/cbo9780511731525.015
O'Reilly, R. C., & Frank, M. J. (2006). Making working Memory work: A computational model of learning in the prefrontal cortex and basal ganglia. Neural Computation, 18(2), 283–328. https://doi.org/10.1162/089976606775093909
@misc{khetarpal2020i, title={What can I do here? A Theory of Affordances in Reinforcement Learning}, author={Khimya Khetarpal and Zafarali Ahmed and Gheorghe Comanici and David Abel and Doina Precup}, year={2020}, eprint={2006.15085}, archivePrefix={arXiv}, primaryClass={cs.LG}}
Evolutionism
Coss, R. G., & Charles, E. P. (2004). The role of evolutionary hypotheses in psychological Research: INSTINCTS, affordances, and RELIC sex differences. Ecological Psychology, 16(3), 199–236. https://doi.org/10.1207/s15326969eco1603_3