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Tung Nguyen
Tung Nguyen
PhD student at UCLA
Verified email at cs.ucla.edu - Homepage
Title
Cited by
Cited by
Year
ClimaX: A foundation model for weather and climate
T Nguyen, J Brandstetter, A Kapoor, JK Gupta, A Grover
International Conference on Machine Learning (ICML 2023), 2023
128*2023
Transformer Neural Processes: Uncertainty-Aware Meta Learning Via Sequence Modeling
T Nguyen, A Grover
International Conference on Machine Learning (ICML 2022), 2022
652022
Temporal predictive coding for model-based planning in latent space
TD Nguyen, R Shu, T Pham, H Bui, S Ermon
International Conference on Machine Learning (ICML 2021), 2021
462021
Predictive coding for locally-linear control
R Shu, T Nguyen, Y Chow, T Pham, K Than, M Ghavamzadeh, S Ermon, ...
International Conference on Machine Learning (ICML 2020), 2020
222020
Reliable conditioning of behavioral cloning for offline reinforcement learning
T Nguyen, Q Zheng, A Grover
NeurIPS 2022 Foundation Models for Decision Making Workshop, 2022
9*2022
ClimateLearn: Benchmarking Machine Learning for Weather and Climate Modeling
T Nguyen, J Jewik, H Bansal, P Sharma, A Grover
Neural Information Processing Systems (NeurIPS 2023) Track on Datasets and …, 2023
82023
Infinite Dropout for training Bayesian models from data streams
VS Nguyen, DT Nguyen, LN Van, K Than
IEEE International Conference on Big Data (Big Data 2019), 2019
82019
Scaling transformer neural networks for skillful and reliable medium-range weather forecasting
T Nguyen, R Shah, H Bansal, T Arcomano, S Madireddy, R Maulik, ...
arXiv preprint arXiv:2312.03876, 2023
52023
ChaosBench: A Multi-Channel, Physics-Based Benchmark for Subseasonal-to-Seasonal Climate Prediction
J Nathaniel, Y Qu, T Nguyen, S Yu, J Busecke, A Grover, P Gentine
arXiv preprint arXiv:2402.00712, 2024
12024
ExPT: Synthetic Pretraining for Few-Shot Experimental Design
T Nguyen, S Agrawal, A Grover
Neural Information Processing Systems (NeurIPS 2023), 2023
12023
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