| Using deep learning for image-based plant disease detection SP Mohanty, DP Hughes, M Salathé Frontiers in plant science 7, 1419, 2016 | 2981 | 2016 |
| Learning to Run challenge solutions: Adapting reinforcement learning methods for neuromusculoskeletal environments Ł Kidziński, SP Mohanty, CF Ong, Z Huang, S Zhou, A Pechenko, ... The NIPS'17 Competition: Building Intelligent Systems, 121-153, 2018 | 84 | 2018 |
| Learning to run challenge: Synthesizing physiologically accurate motion using deep reinforcement learning Ł Kidziński, SP Mohanty, CF Ong, JL Hicks, SF Carroll, S Levine, ... The NIPS'17 Competition: Building Intelligent Systems, 101-120, 2018 | 66 | 2018 |
| Critical dynamics in population vaccinating behavior AD Pananos, TM Bury, C Wang, J Schonfeld, SP Mohanty, B Nyhan, ... Proceedings of the National Academy of Sciences 114 (52), 13762-13767, 2017 | 66 | 2017 |
| The minerl competition on sample efficient reinforcement learning using human priors WH Guss, C Codel, K Hofmann, B Houghton, N Kuno, S Milani, ... arXiv preprint arXiv:1904.10079 2, 2019 | 65 | 2019 |
| Deep learning for understanding satellite imagery: An experimental survey SP Mohanty, J Czakon, KA Kaczmarek, A Pyskir, P Tarasiewicz, S Kunwar, ... Frontiers in Artificial Intelligence 3, 534696, 2020 | 55 | 2020 |
| Deep learning for understanding satellite imagery: An experimental survey SP Mohanty, J Czakon, KA Kaczmarek, A Pyskir, P Tarasiewicz, S Kunwar, ... Frontiers in Artificial Intelligence 3, 534696, 2020 | 55 | 2020 |
| Flatland-RL: Multi-Agent Reinforcement Learning on Trains S Mohanty, E Nygren, F Laurent, M Schneider, C Scheller, ... arXiv preprint arXiv:2012.05893, 2020 | 42 | 2020 |
| Artificial intelligence for prosthetics: Challenge solutions Ł Kidziński, C Ong, SP Mohanty, J Hicks, S Carroll, B Zhou, H Zeng, ... The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020 | 40 | 2020 |
| Artificial intelligence for prosthetics: Challenge solutions Ł Kidziński, C Ong, SP Mohanty, J Hicks, S Carroll, B Zhou, H Zeng, ... The NeurIPS'18 Competition: From Machine Learning to Intelligent …, 2020 | 40 | 2020 |
| Adversarial vision challenge W Brendel, J Rauber, A Kurakin, N Papernot, B Veliqi, M Salathé, ... arXiv preprint arXiv:1808.01976, 2018 | 37 | 2018 |
| The Multi-Agent Reinforcement Learning in Malm\" O (MARL\" O) Competition D Perez-Liebana, K Hofmann, SP Mohanty, N Kuno, A Kramer, S Devlin, ... arXiv preprint arXiv:1901.08129, 2019 | 36 | 2019 |
| The Multi-Agent Reinforcement Learning in Malm\" O (MARL\" O) Competition D Perez-Liebana, K Hofmann, SP Mohanty, N Kuno, A Kramer, S Devlin, ... arXiv preprint arXiv:1901.08129, 2019 | 36 | 2019 |
| Learning to Recognize Musical Genre from Audio: Challenge Overview M Defferrard, SP Mohanty, SF Carroll, M Salathé Companion Proceedings of the The Web Conference 2018, 1921-1922, 2018 | 27 | 2018 |
| Using 2D video-based pose estimation for automated prediction of autism spectrum disorders in young children N Kojovic, S Natraj, SP Mohanty, T Maillart, M Schaer Scientific Reports 11 (1), 15069, 2021 | 26 | 2021 |
| Crowdai mapping challenge 2018: Baseline with mask rcnn SP Mohanty GitHub repository, https://github. com/crowdai/crowdai-mapping-challenge …, 2018 | 26 | 2018 |
| The MineRL 2020 Competition on Sample Efficient Reinforcement Learning using Human Priors WH Guss, MY Castro, S Devlin, B Houghton, NS Kuno, C Loomis, S Milani, ... arXiv preprint arXiv:2101.11071, 2021 | 24 | 2021 |
| Supervised learning computer vision benchmark for snake species identification from photographs: Implications for herpetology and global health AM Durso, GK Moorthy, SP Mohanty, I Bolon, M Salathé, ... Frontiers in Artificial Intelligence 4, 582110, 2021 | 23 | 2021 |
| The multi-agent behavior dataset: Mouse dyadic social interactions JJ Sun, T Karigo, D Chakraborty, SP Mohanty, B Wild, Q Sun, C Chen, ... arXiv preprint arXiv:2104.02710, 2021 | 23 | 2021 |
| Retrospective analysis of the 2019 minerl competition on sample efficient reinforcement learning S Milani, N Topin, B Houghton, WH Guss, SP Mohanty, K Nakata, ... NeurIPS 2019 Competition and Demonstration Track, 203-214, 2020 | 23* | 2020 |
Marcel SalathéAssociate Professor, EPFLVerified email at epfl.ch
