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Jing Wu
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Optimizing nitrogen management with deep reinforcement learning and crop simulations
J Wu, R Tao, P Zhao, NF Martin, N Hovakimyan
Proceedings of the IEEE/CVF conference on computer vision and pattern …, 2022
552022
Switchtab: Switched autoencoders are effective tabular learners
J Wu, S Chen, Q Zhao, R Sergazinov, C Li, S Liu, C Zhao, T Xie, H Guo, ...
Proceedings of the AAAI Conference on Artificial Intelligence 38 (14), 15924 …, 2024
432024
Recontab: Regularized contrastive representation learning for tabular data
S Chen, J Wu, N Hovakimyan, H Yao
Advances in Neural Information Processing Systems Workshop, 2023
372023
Residual-based Language Models are Free Boosters for Biomedical Imaging Tasks
Z Lai, J Wu, S Chen, Y Zhou, N Hovakimyan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
35*2024
Genco: An auxiliary generator from contrastive learning for enhanced few-shot learning in remote sensing
J Wu, N Hovakimyan, J Hobbs
ECAI 2023, 2663-2671, 2023
342023
The new agronomists: Language models are experts in crop management
J Wu, Z Lai, S Chen, R Tao, P Zhao, N Hovakimyan
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
282024
Optimizing crop management with reinforcement learning and imitation learning
R Tao, P Zhao, J Wu, NF Martin, MT Harrison, C Ferreira, Z Kalantari, ...
International Joint Conference on Artificial Intelligence, 2022
272022
Extended agriculture-vision: An extension of a large aerial image dataset for agricultural pattern analysis
J Wu, D Pichler, D Marley, D Wilson, N Hovakimyan, J Hobbs
Transactions on Machine Learning Research (TMLR), 2023
262023
Hallucination improves the performance of unsupervised visual representation learning
J Wu, J Hobbs, N Hovakimyan
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
232023
Balanced training for sparse gans
Y Wang, J Wu, N Hovakimyan, R Sun
Advances in Neural Information Processing Systems 36, 2024
21*2024
Towards a robust retrieval-based summarization system
S Liu, J Wu, J Bao, W Wang, N Hovakimyan, CG Healey
arXiv preprint arXiv:2403.19889, 2024
82024
Deep representation learning for multi-functional degradation modeling of community-dwelling aging population
S Chen, X Liu, Y Li, J Wu, H Yao
arXiv preprint arXiv:2404.05613, 2024
52024
TabDeco: A comprehensive contrastive framework for decoupled representations in tabular data
S Chen, J Wu, Y Wang, C Ji, T Xie, D Cociorva, M Sharps, C Levasseur, ...
Advances in Neural Information Processing Systems Workshop, 2024
12024
CROPS: A Deployable Crop Management System Over All Possible State Availabilities
J Wu, Z Lai, S Liu, S Chen, R Tao, P Zhao, C Tao, Y Cheng, ...
arXiv preprint arXiv:2411.06034, 2024
12024
An exploratory journey of representation learning’s enhancement, adaptation and related intelligent methods
J Wu
University of Illinois at Urbana-Champaign, 2024
12024
EConTab: Explainable Contrastive Tabular Representation Learning with Regularization
S Chen, J Wu, H Yao
Engineering Archive, 0
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