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Shuyang Dai
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Club: A contrastive log-ratio upper bound of mutual information
P Cheng, W Hao, S Dai, J Liu, Z Gan, L Carin
International conference on machine learning, 1779-1788, 2020
2822020
Adversarial text generation via feature-mover's distance
L Chen, S Dai, C Tao, H Zhang, Z Gan, D Shen, Y Zhang, G Wang, ...
Advances in neural information processing systems 31, 2018
1632018
Symmetric variational autoencoder and connections to adversarial learning
L Chen, S Dai, Y Pu, E Zhou, C Li, Q Su, C Chen, L Carin
International Conference on Artificial Intelligence and Statistics, 661-669, 2018
782018
Jointgan: Multi-domain joint distribution learning with generative adversarial nets
Y Pu, S Dai, Z Gan, W Wang, G Wang, Y Zhang, R Henao, LC Duke
International Conference on Machine Learning, 4151-4160, 2018
452018
Contrastively smoothed class alignment for unsupervised domain adaptation
S Dai, Y Cheng, Y Zhang, Z Gan, J Liu, L Carin
Proceedings of the Asian Conference on Computer Vision, 2020
362020
Apo-vae: Text generation in hyperbolic space
S Dai, Z Gan, Y Cheng, C Tao, L Carin, J Liu
arXiv preprint arXiv:2005.00054, 2020
322020
On fenchel mini-max learning
C Tao, L Chen, S Dai, J Chen, K Bai, D Wang, J Feng, W Lu, G Bobashev, ...
Advances in Neural Information Processing Systems 32, 2019
222019
Variational annealing of GANs: A Langevin perspective
C Tao, S Dai, L Chen, K Bai, J Chen, C Liu, R Zhang, G Bobashev, ...
International conference on machine learning, 6176-6185, 2019
202019
Adaptation across extreme variations using unlabeled domain bridges
S Dai, K Sohn, YH Tsai, L Carin, M Chandraker
arXiv preprint arXiv:1906.02238, 2019
142019
Bridging maximum likelihood and adversarial learning via α-divergence
M Zhao, Y Cong, S Dai, L Carin
Proceedings of the AAAI Conference on Artificial Intelligence 34 (04), 6901-6908, 2020
122020
Dialogue response generation via contrastive latent representation learning
S Dai, G Wang, S Park, S Lee
Proceedings of the 3rd Workshop on Natural Language Processing for …, 2021
52021
Recognizing fine-grained objects in surveillance camera images
YH Tsai, M Chandraker, S Dai, K Sohn
US Patent 11,087,142, 2021
42021
Exploring Deep Representation Learning on Vision and Language Intelligence
S Dai
Duke University, 2021
2021
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