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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
2132021
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
552021
Deep multi-species embedding
D Chen, Y Xue, S Chen, D Fink, C Gomes
arXiv preprint arXiv:1609.09353, 2016
472016
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
292020
End-to-end learning for the deep multivariate probit model
D Chen, Y Xue, C Gomes
International Conference on Machine Learning, 932-941, 2018
292018
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
262019
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
232019
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
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
162020
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
142019
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
92021
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
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 …, 2020
52020
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
42023
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
42019
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
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
22019
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
12022
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
Resolving Super Fine-Resolution SIF via Coarsely-Supervised U-Net Regression
J Fan, D Chen, J Wen, Y Sun, CP Gomes
NeurIPS 2021 Workshop on Tackling Climate Change with Machine Learning, 2021
12021
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