Dinghan Shen
Dinghan Shen
Senior Researcher, Microsoft
Adresse e-mail validée de microsoft.com - Page d'accueil
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Adversarial feature matching for text generation
Y Zhang, Z Gan, K Fan, Z Chen, R Henao, D Shen, L Carin
International Conference on Machine Learning, 4006-4015, 2017
2342017
Baseline needs more love: On simple word-embedding-based models and associated pooling mechanisms
D Shen, G Wang, W Wang, MR Min, Q Su, Y Zhang, C Li, R Henao, ...
arXiv preprint arXiv:1805.09843, 2018
2052018
Reinforced cross-modal matching and self-supervised imitation learning for vision-language navigation
X Wang, Q Huang, A Celikyilmaz, J Gao, D Shen, YF Wang, WY Wang, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2019
1682019
Joint embedding of words and labels for text classification
G Wang, C Li, W Wang, Y Zhang, D Shen, X Zhang, R Henao, L Carin
arXiv preprint arXiv:1805.04174, 2018
1662018
Understanding the solvent-assisted crystallization mechanism inherent in efficient organic–inorganic halide perovskite solar cells
D Shen, X Yu, X Cai, M Peng, Y Ma, X Su, L Xiao, D Zou
Journal of Materials Chemistry A 2 (48), 20454-20461, 2014
1332014
Deconvolutional paragraph representation learning
Y Zhang, D Shen, G Wang, Z Gan, R Henao, L Carin
arXiv preprint arXiv:1708.04729, 2017
812017
Adversarial text generation via feature-mover's distance
L Chen, S Dai, C Tao, D Shen, Z Gan, H Zhang, Y Zhang, L Carin
arXiv preprint arXiv:1809.06297, 2018
742018
Video generation from text
Y Li, M Min, D Shen, D Carlson, L Carin
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
632018
Topic-guided variational autoencoders for text generation
W Wang, Z Gan, H Xu, R Zhang, G Wang, D Shen, C Chen, L Carin
arXiv preprint arXiv:1903.07137, 2019
582019
Topic compositional neural language model
W Wang, Z Gan, W Wang, D Shen, J Huang, W Ping, S Satheesh, L Carin
International Conference on Artificial Intelligence and Statistics, 356-365, 2018
572018
Deconvolutional latent-variable model for text sequence matching
D Shen, Y Zhang, R Henao, Q Su, L Carin
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
512018
Efficient fiber shaped zinc bromide batteries and dye sensitized solar cells for flexible power sources
M Peng, K Yan, H Hu, D Shen, W Song, D Zou
Journal of Materials Chemistry C 3 (10), 2157-2165, 2015
442015
Nash: Toward end-to-end neural architecture for generative semantic hashing
D Shen, Q Su, P Chapfuwa, W Wang, G Wang, L Carin, R Henao
arXiv preprint arXiv:1805.05361, 2018
372018
Improving sequence-to-sequence learning via optimal transport
L Chen, Y Zhang, R Zhang, C Tao, Z Gan, H Zhang, B Li, D Shen, C Chen, ...
arXiv preprint arXiv:1901.06283, 2019
322019
Learning context-sensitive convolutional filters for text processing
D Shen, MR Min, Y Li, L Carin
arXiv preprint arXiv:1709.08294, 2017
24*2017
Diffusion maps for textual network embedding
X Zhang, Y Li, D Shen, L Carin
arXiv preprint arXiv:1805.09906, 2018
232018
Towards generating long and coherent text with multi-level latent variable models
D Shen, A Celikyilmaz, Y Zhang, L Chen, X Wang, J Gao, L Carin
arXiv preprint arXiv:1902.00154, 2019
22*2019
An end-to-end generative architecture for paraphrase generation
Q Yang, Z Huo, D Shen, Y Cheng, W Wang, G Wang, L Carin
Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019
202019
Improved semantic-aware network embedding with fine-grained word alignment
D Shen, X Zhang, R Henao, L Carin
arXiv preprint arXiv:1808.09633, 2018
192018
Syntax-infused variational autoencoder for text generation
X Zhang, Y Yang, S Yuan, D Shen, L Carin
arXiv preprint arXiv:1906.02181, 2019
152019
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