Deepracer: Autonomous racing platform for experimentation with sim2real reinforcement learning B Balaji, S Mallya, S Genc, S Gupta, L Dirac, V Khare, G Roy, T Sun, ...
IEEE International Conference on Robotics and Automation (ICRA) 2020, 2019
136 * 2019 Robust Multi-Agent Reinforcement Learning with Model Uncertainty K Zhang*, T Sun*, Y Tao, S Genc, S Mallya, T Basar
Advances in neural information processing systems (NeurIPS) 2020, 2020
105 2020 Approximate Inference in Collective Graphical Models D Sheldon, T Sun, A Kumar, TG Dietterich
International Conference on Machine Learning (ICML) 2013, 2013
66 2013 Gated Transformer for Decoding Human Brain EEG Signals Y Tao, T Sun, A Muhamed, S Genc, D Jackson, A Arsanjani, ...
International Conference of the IEEE Engineering in Medicine & Biology …, 2021
55 2021 Message Passing for Collective Graphical Models T Sun, D Sheldon, A Kumar
International Conference on Machine Learning (ICML) 2015, 2015
43 2015 A Probabilistic Approach for Learning with Label Proportions Applied to the US Presidential Election T Sun, D Sheldon, B O’Connor
IEEE International Conference on Data Mining (ICDM) 2017, 2017
37 2017 Differentially Private Learning of Undirected Graphical Models using Collective Graphical Models G Bernstein, R McKenna, T Sun, D Sheldon, M Hay, G Miklau
International Conference on Machine Learning (ICML) 2017, 2017
37 2017 REPAINT: Knowledge Transfer in Deep Reinforcement Learning Y Tao, S Genc, J Chung, T Sun, S Mallya
International Conference on Machine Learning (ICML) 2021, 2021
34 2021 Zero-shot reinforcement learning with deep attention convolutional neural networks S Genc, S Mallya, S Bodapati, T Sun, Y Tao
arXiv preprint arXiv:2001.00605, 2020
12 2020 Attention-based deep reinforcement learning for autonomous agents S Genc, SB Bodapati, T Sun, SM Kasaragod
US Patent 11,900,244, 2024
5 2024 Three-quarter Sibling Regression for Denoising Observational Data S Shankar, D Sheldon, T Sun, J Pickering, TG Dietterich
International Joint Conference on Artificial IntelligenceI (IJCAI) 2019, 2019
5 2019 Systems and methods for knowledge transfer in machine learning Y Tao, S Genc, T Sun, SM Kasaragod
US Patent 11,620,576, 2023
2 2023 -Coder: Value-Based Deep Reinforcement Learning for Program SynthesisZ Yu, Y Tao, L Chen, T Sun, H Yang
International Conference on Learning Representations (ICLR) 2024, 2023
1 2023 FullStack Bench: Evaluating LLMs as Full Stack Coders Y Cheng, J Chen, J Chen, L Chen, L Chen, W Chen, Z Chen, S Geng, A Li, ...
arXiv e-prints, arXiv: 2412.00535, 2024
2024 BabelBench: An Omni Benchmark for Code-Driven Analysis of Multimodal and Multistructured Data X Wang, Q Cui, Y Tao, Y Wang, Z Chai, X Han, B Liu, J Yuan, J Su, ...
arXiv preprint arXiv:2410.00773, 2024
2024 Systems and methods for knowledge transfer in machine learning Y Tao, S Genc, T Sun, SM Kasaragod
US Patent 12,026,598, 2024
2024 Learning Robust Motion Planning for Large-Scale Deployment of Autonomous Driving Agents S Genc, S Mallya, B Balaji, T Sun, S Gupta, V Khare, L Dirac, E Calleja, ...
2019 Learning with Aggregate Data T Sun
University of Massachusetts Amherst, 2019
2019