Deep learning enables rapid identification of potent DDR1 kinase inhibitors A Zhavoronkov, YA Ivanenkov, A Aliper, MS Veselov, VA Aladinskiy, ... Nature biotechnology 37 (9), 1038-1040, 2019 | 945 | 2019 |
Interactive grounded language understanding in a collaborative environment: Iglu 2021 J Kiseleva, Z Li, M Aliannejadi, S Mohanty, M ter Hoeve, M Burtsev, ... NeurIPS 2021 Competitions and Demonstrations Track, 146-161, 2022 | 29* | 2022 |
Interactive Grounded Language Understanding in a Collaborative Environment: Retrospective on Iglu 2022 Competition J Kiseleva*, A Skrynnik*, A Zholus*, S Mohanty*, N Arabzadeh*, MA Côté*, ... NeurIPS 2022 Competition Track, 204-216, 2022 | 17* | 2022 |
IGLU Gridworld: Simple and Fast Environment for Embodied Dialog Agents A Zholus, A Skrynnik, S Mohanty, Z Volovikova, J Kiseleva, A Szlam, ... Embodied AI workshop at CVPR 2022, 2022 | 10 | 2022 |
Collecting Interactive Multi-modal Datasets for Grounded Language Understanding S Mohanty, N Arabzadeh, M Teruel, Y Sun, A Zholus, A Skrynnik, ... InterNLP workshop at NeurIPS 2022, 2022 | 8 | 2022 |
Learning to solve voxel building embodied tasks from pixels and natural language instructions A Skrynnik, Z Volovikova, MA Côté, A Voronov, A Zholus, N Arabzadeh, ... arXiv preprint arXiv:2211.00688, 2022 | 8 | 2022 |
Transforming human-centered ai collaboration: Redefining embodied agents capabilities through interactive grounded language instructions S Mohanty, N Arabzadeh, J Kiseleva, A Zholus, M Teruel, A Awadallah, ... arXiv preprint arXiv:2305.10783, 2023 | 5 | 2023 |
Factorized world models for learning causal relationships A Zholus, Y Ivchenkov, A Panov ICLR2022 Workshop on the Elements of Reasoning: Objects, Structure and Causality, 2022 | 4 | 2022 |
Addressing task prioritization in model-based reinforcement learning A Zholus, Y Ivchenkov, AI Panov International Conference on Neuroinformatics, 19-30, 2022 | 2 | 2022 |
Continuous histogram loss: Beyond neural similarity A Zholus, E Putin arXiv preprint arXiv:2004.02830, 2020 | 2 | 2020 |
Mastering Memory Tasks with World Models MR Samsami*, A Zholus*, J Rajendran, S Chandar ICLR 2024 (top-1.2%), 2024 | 1 | 2024 |
Mining the Diamond Miner: Mechanistic Interpretability on the Video PreTraining Agent S Joseph, A Zholus, MR Samsami, BA Richards ATTRIB Workshop at NeurIPS 2023, 2023 | | 2023 |
Multitask Adaptation by Retrospective Exploration with Learned World Models A Zholus, AI Panov arXiv preprint arXiv:2110.13241, 2021 | | 2021 |