| Statistical criticality arises in most informative representations RJ Cubero, J Jo, M Marsili, Y Roudi, J Song Journal of Statistical Mechanics: Theory and Experiment 2019 (6), 063402, 2019 | 46 | 2019 |
| Resolution and relevance trade-offs in deep learning J Song, M Marsili, J Jo Journal of Statistical Mechanics: Theory and Experiment 2018 (12), 123406, 2018 | 30 | 2018 |
| Network inference in stochastic systems from neurons to currencies: Improved performance at small sample size DT Hoang, J Song, V Periwal, J Jo Physical Review E 99 (2), 023311, 2019 | 18 | 2019 |
| Optimal work extraction and mutual information in a generalized Szilárd engine J Song, S Still, R Díaz Hernández Rojas, I Pérez Castillo, M Marsili Physical Review E 103 (5), 052121, 2021 | 11 | 2021 |
| Emergence and relevance of criticality in deep learning J Song, M Marsili, J Jo arXiv preprint arXiv:1710.11324, 2017 | 8 | 2017 |
| Minimally sufficient representations, maximally informative samples and Zipf’s law RJ Cubero, J Jo, M Marsili, Y Roudi, J Song arXiv preprint arXiv:1808.00249, 2018 | 6 | 2018 |
| Partial mixing phase of binary cells in finite systems DT Hoang, J Song, J Jo Physical Review E 88 (6), 062725, 2013 | 6 | 2013 |
| Maximizing weighted shannon entropy for network inference with little data DT Hoang, J Song, V Periwal, J Jo Computer Vision and Pattern Recognition 5, 2017 | 2 | 2017 |
| Image-Text Alignment using Adaptive Cross-attention with Transformer Encoder for Scene Graphs J Song, S Choi The 32nd British Machine Vision Conference, 2021 | 1 | 2021 |
| Minimal perceptrons for memorizing complex patterns M Pastor, J Song, DT Hoang, J Jo Physica A: Statistical Mechanics and its Applications 462, 31-37, 2016 | 1 | 2016 |
| Statistical Criticality arises in Maximally Informative Samples RJ Cubero, J Jo, M Marsili, Y Roudi, J Song arXiv preprint arXiv:1808.00249, 2018 | | 2018 |
| Causality inference in stochastic systems from neurons to currencies: Profiting from small sample size DT Hoang, J Song, V Periwal, J Jo arXiv preprint arXiv:1705.06384, 2017 | | 2017 |
| Population balancing with species switching J Song, J Jo, DT Hoang, J Kim Journal of the Korean Physical Society 65, 111-116, 2014 | | 2014 |
Junghyo JoSeoul National UniversityVerified email at snu.ac.kr
