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Di Chen
Di Chen
Verified email at cs.cornell.edu
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VerSe: a vertebrae labelling and segmentation benchmark for multi-detector CT images
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
Medical image analysis 73, 102166, 2021
2622021
Automating crystal-structure phase mapping by combining deep learning with constraint reasoning
D Chen, Y Bai, S Ament, W Zhao, D Guevarra, L Zhou, B Selman, ...
Nature Machine Intelligence 3 (9), 812-822, 2021
622021
Deep multi-species embedding
D Chen, Y Xue, S Chen, D Fink, C Gomes
arXiv preprint arXiv:1609.09353, 2016
542016
Deep reasoning networks for unsupervised pattern de-mixing with constraint reasoning
D Chen, Y Bai, W Zhao, S Ament, J Gregoire, C Gomes
International Conference on Machine Learning, 1500-1509, 2020
332020
Automatic detection and compression for passive acoustic monitoring of the african forest elephant
J Bjorck, BH Rappazzo, D Chen, R Bernstein, PH Wrege, CP Gomes
Proceedings of the AAAI conference on artificial intelligence 33 (01), 476-484, 2019
322019
End-to-end learning for the deep multivariate probit model
D Chen, Y Xue, C Gomes
International Conference on Machine Learning, 932-941, 2018
312018
Deep reasoning networks: Thinking fast and slow
D Chen, Y Bai, W Zhao, S Ament, JM Gregoire, CP Gomes
arXiv preprint arXiv:1906.00855, 2019
262019
Deep hurdle networks for zero-inflated multi-target regression: Application to multiple species abundance estimation
S Kong, J Bai, JH Lee, D Chen, A Allyn, M Stuart, M Pinsky, K Mills, ...
arXiv preprint arXiv:2010.16040, 2020
172020
Multi-entity dependence learning with rich context via conditional variational auto-encoder
L Tang, Y Xue, D Chen, C Gomes
Proceedings of the AAAI conference on artificial intelligence 32 (1), 2018
172018
Bias reduction via end-to-end shift learning: Application to citizen science
D Chen, CP Gomes
Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 493-500, 2019
162019
CLR-DRNets: Curriculum learning with restarts to solve visual combinatorial games
Y Bai, D Chen, CP Gomes
27th International Conference on Principles and Practice of Constraint …, 2021
102021
Deep learning with citizen science data enables estimation of species diversity and composition at continental extents
CL Davis, Y Bai, D Chen, O Robinson, V Ruiz‐Gutierrez, CP Gomes, ...
Ecology 104 (12), e4175, 2023
72023
LE Court, Z. Huang, C. He, L
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
W. Wang, SH Ling, LD Huynh, N. Boutry, R. Jakubicek, J. Chmelik, S. Mulay, M …, 2021
72021
Convolutional neural network-based intention forecasting and lane change path predicting of the human driver
K Yang, Z Yan, D Chen, X Ji, K Nakano
International Design Engineering Technical Conferences and Computers and …, 2019
62019
Materials structure–property factorization for identification of synergistic phase interactions in complex solar fuels photoanodes
D Guevarra, L Zhou, MH Richter, A Shinde, D Chen, CP Gomes, ...
npj Computational Materials 8 (1), 57, 2022
52022
Timyoas Yeah, Amber Zhang, Shangliang Xu, Feng Hou, Zhiqiang He, Chan Zeng, Zheng Xiangshang, Xu Liming, Tucker J
A Sekuboyina, ME Husseini, A Bayat, M Löffler, H Liebl, H Li, G Tetteh, ...
52021
Cost-Efficient Reinforcement Learning for Optimal Trade Execution on Dynamic Market Environment
D Chen, Y Zhu, M Liu, J Li
Proceedings of the Third ACM International Conference on AI in Finance, 386-393, 2022
32022
Task-based learning via task-oriented prediction network with applications in finance
D Chen, Y Zhu, X Cui, CP Gomes
arXiv preprint arXiv:1910.09357, 2019
32019
Piecewise affine-based shared steering torque control scheme for cooperative path-tracking: A game-theoretic approach
K Yang, X He, Y Liu, X Ji, D Chen
SAE Technical Paper, 2018
32018
Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net
J Fan, D Chen, J Wen, Y Sun, CP Gomes
arXiv preprint arXiv:2207.08022, 2022
12022
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