| An intriguing failing of convolutional neural networks and the coordconv solution R Liu, J Lehman, P Molino, F Petroski Such, E Frank, A Sergeev, ... Advances in neural information processing systems 31, 2018 | 723 | 2018 |
| Plug and play language models: A simple approach to controlled text generation S Dathathri, A Madotto, J Lan, J Hung, E Frank, P Molino, J Yosinski, ... arXiv preprint arXiv:1912.02164, 2019 | 525 | 2019 |
| A predictive machine learning approach for microstructure optimization and materials design R Liu, A Kumar, Z Chen, A Agrawal, V Sundararaghavan, A Choudhary Scientific reports 5 (1), 11551, 2015 | 344 | 2015 |
| Deconstructing lottery tickets: Zeros, signs, and the supermask H Zhou, J Lan, R Liu, J Yosinski Advances in neural information processing systems 32, 2019 | 325 | 2019 |
| Including crystal structure attributes in machine learning models of formation energies via Voronoi tessellations L Ward, R Liu, A Krishna, VI Hegde, A Agrawal, A Choudhary, ... Physical Review B 96 (2), 024104, 2017 | 294 | 2017 |
| Measuring the intrinsic dimension of objective landscapes C Li, H Farkhoor, R Liu, J Yosinski arXiv preprint arXiv:1804.08838, 2018 | 233 | 2018 |
| Beyond the imitation game: Quantifying and extrapolating the capabilities of language models A Srivastava, A Rastogi, A Rao, AAM Shoeb, A Abid, A Fisch, AR Brown, ... arXiv preprint arXiv:2206.04615, 2022 | 185 | 2022 |
| Faster neural networks straight from jpeg L Gueguen, A Sergeev, B Kadlec, R Liu, J Yosinski Advances in Neural Information Processing Systems 31, 2018 | 175 | 2018 |
| Supermasks in superposition M Wortsman, V Ramanujan, R Liu, A Kembhavi, M Rastegari, J Yosinski, ... Advances in Neural Information Processing Systems 33, 15173-15184, 2020 | 159 | 2020 |
| A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures H Xu, R Liu, A Choudhary, W Chen Journal of Mechanical Design 137 (5), 051403, 2015 | 135 | 2015 |
| A Machine Learning-Based Design Representation Method for Designing Heterogeneous Microstructures H Xu, R Liu, A Choudhary, W Chen ASME International Design Engineering Technical Conferences, 2014 | 135 | 2014 |
| Machine learning approaches for elastic localization linkages in high-contrast composite materials R Liu, YC Yabansu, A Agrawal, SR Kalidindi, AN Choudhary Integrating Materials and Manufacturing Innovation 4, 192-208, 2015 | 93 | 2015 |
| A scalable hierarchical clustering algorithm using spark C Jin, R Liu, Z Chen, W Hendrix, A Agrawal, A Choudhary 2015 IEEE First International Conference on Big Data Computing Service and …, 2015 | 66 | 2015 |
| Context aware machine learning approaches for modeling elastic localization in three-dimensional composite microstructures R Liu, YC Yabansu, Z Yang, AN Choudhary, SR Kalidindi, A Agrawal Integrating Materials and Manufacturing Innovation 6, 160-171, 2017 | 64 | 2017 |
| An atari model zoo for analyzing, visualizing, and comparing deep reinforcement learning agents FP Such, V Madhavan, R Liu, R Wang, PS Castro, Y Li, J Zhi, L Schubert, ... arXiv preprint arXiv:1812.07069, 2018 | 53 | 2018 |
| Language models are few-shot multilingual learners GI Winata, A Madotto, Z Lin, R Liu, J Yosinski, P Fung arXiv preprint arXiv:2109.07684, 2021 | 50 | 2021 |
| Materials discovery: Understanding polycrystals from large-scale electron patterns R Liu, A Agrawal, W Liao, A Choudhary, M De Graef 2016 IEEE International Conference on Big Data (Big Data), 2261-2269, 2016 | 33 | 2016 |
| Lca: Loss change allocation for neural network training J Lan, R Liu, H Zhou, J Yosinski Advances in neural information processing systems 32, 2019 | 23 | 2019 |
| Estimating q (s, s’) with deep deterministic dynamics gradients A Edwards, H Sahni, R Liu, J Hung, A Jain, R Wang, A Ecoffet, T Miconi, ... International Conference on Machine Learning, 2825-2835, 2020 | 15 | 2020 |
| Data sampling schemes for microstructure design with vibrational tuning constraints A Paul, P Acar, R Liu, WK Liao, A Choudhary, V Sundararaghavan, ... AIAA journal 56 (3), 1239-1250, 2018 | 15 | 2018 |
Jason YosinskiWindscape AI; ML CollectiveVerified email at windscape.ai
