| Modeling and forecasting short-term power load with copula model and deep belief network T Ouyang, Y He, H Li, Z Sun, S Baek IEEE Transactions on Emerging Topics in Computational Intelligence 3 (2 …, 2019 | 215* | 2019 |
| Federated learning enables big data for rare cancer boundary detection S Pati, U Baid, B Edwards, M Sheller, SH Wang, GA Reina, P Foley, ... Nature communications 13 (1), 7346, 2022 | 210 | 2022 |
| Parametric human body shape modeling framework for human-centered product design SY Baek, K Lee Computer-aided design 44 (1), 56-67, 2012 | 191 | 2012 |
| Deep segmentation networks predict survival of non-small cell lung cancer S Baek, Y He, BG Allen, JM Buatti, BJ Smith, L Tong, Z Sun, J Wu, ... Scientific reports 9 (1), 17286, 2019 | 113 | 2019 |
| Deep learning for synthetic microstructure generation in a materials-by-design framework for heterogeneous energetic materials S Chun, S Roy, YT Nguyen, JB Choi, HS Udaykumar, SS Baek Scientific reports 10 (1), 13307, 2020 | 110 | 2020 |
| Manufacturability analysis for additive manufacturing using a novel feature recognition technique Y Shi, Y Zhang, S Baek, W De Backer, R Harik Computer-Aided Design and Applications 15 (6), 941-952, 2018 | 99 | 2018 |
| GaFinC: Gaze and Finger Control interface for 3D model manipulation in CAD application J Song, S Cho, SY Baek, K Lee, H Bang Computer-Aided Design 46, 239-245, 2014 | 69 | 2014 |
| Synthesizing controlled microstructures of porous media using generative adversarial networks and reinforcement learning PCH Nguyen, NN Vlassis, B Bahmani, WC Sun, HS Udaykumar, SS Baek Scientific reports 12 (1), 9034, 2022 | 46 | 2022 |
| Automated bone landmarks prediction on the femur using anatomical deformation technique SY Baek, JH Wang, I Song, K Lee, J Lee, S Koo Computer-aided design 45 (2), 505-510, 2013 | 38 | 2013 |
| Machine learning prediction of fall risk in older adults using timed up and go test kinematics V Roshdibenam, GJ Jogerst, NR Butler, S Baek Sensors 21 (10), 3481, 2021 | 36 | 2021 |
| NADS-Net: A nimble architecture for driver and seat belt detection via convolutional neural networks S Chun, N Hamidi Ghalehjegh, J Choi, C Schwarz, J Gaspar, D McGehee, ... Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019 | 36 | 2019 |
| Embedded spectral descriptors: learning the point-wise correspondence metric via Siamese neural networks Z Sun, Y He, A Gritsenko, A Lendasse, S Baek Journal of Computational Design and Engineering 7 (1), 18-29, 2020 | 33* | 2020 |
| Zernet: Convolutional neural networks on arbitrary surfaces via zernike local tangent space estimation Z Sun, E Rooke, J Charton, Y He, J Lu, S Baek Computer Graphics Forum 39 (6), 204-216, 2020 | 28 | 2020 |
| Isometric shape interpolation SY Baek, J Lim, K Lee Computers & Graphics 46, 257-263, 2015 | 28 | 2015 |
| Shape Terra: mechanical feature recognition based on a persistent heat signature R Harik, Y Shi, S Baek Computer-Aided Design and Applications 14 (2), 206-218, 2017 | 26 | 2017 |
| Machine learning–aided exploration of relationship between strength and elastic properties in ascending thoracic aneurysm Y Luo, Z Fan, S Baek, J Lu International journal for numerical methods in biomedical engineering 34 (6 …, 2018 | 25 | 2018 |
| ELMVIS+: Fast nonlinear visualization technique based on cosine distance and extreme learning machines A Akusok, S Baek, Y Miche, KM Björk, R Nian, P Lauren, A Lendasse Neurocomputing 205, 247-263, 2016 | 25 | 2016 |
| 3D face model reconstruction from single 2D frontal image SY Baek, BY Kim, K Lee Proceedings of the 8th International Conference on Virtual Reality Continuum …, 2009 | 24 | 2009 |
| ProtoryNet-interpretable text classification via prototype trajectories D Hong, T Wang, S Baek Journal of Machine Learning Research 24 (264), 1-39, 2023 | 21* | 2023 |
| Statistical foot-shape analysis for mass-customisation of footwear SY Baek, K Lee International Journal of Computer Aided Engineering and Technology 8 (1-2 …, 2016 | 21 | 2016 |
Kunwoo Lee서울대학교 기계공학과 교수Verified email at snu.ac.kr
