SHIYU CHANG
SHIYU CHANG
MIT-IBM Watson AI Lab
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Learning locally-adaptive decision functions for person verification
Z Li, S Chang, F Liang, TS Huang, L Cao, JR Smith
Proceedings of the IEEE conference on computer vision and pattern …, 2013
5642013
Identifying the best machine learning algorithms for brain tumor segmentation, progression assessment, and overall survival prediction in the BRATS challenge
S Bakas, M Reyes, A Jakab, S Bauer, M Rempfler, A Crimi, RT Shinohara, ...
arXiv preprint arXiv:1811.02629, 2018
5362018
Heterogeneous network embedding via deep architectures
S Chang, W Han, J Tang, GJ Qi, CC Aggarwal, TS Huang
Proceedings of the 21th ACM SIGKDD international conference on knowledge …, 2015
5022015
Jointly attentive spatial-temporal pooling networks for video-based person re-identification
S Xu, Y Cheng, K Gu, Y Yang, S Chang, P Zhou
Proceedings of the IEEE international conference on computer vision, 4733-4742, 2017
2202017
R3: Reinforced Ranker-Reader for Open-Domain Question Answering
S Wang, M Yu, X Guo, Z Wang, T Klinger, W Zhang, S Chang, G Tesauro, ...
Proceedings of the AAAI Conference on Artificial Intelligence 32 (1), 2018
2162018
Studying very low resolution recognition using deep networks
Z Wang, S Chang, Y Yang, D Liu, TS Huang
Proceedings of the IEEE conference on computer vision and pattern …, 2016
1862016
D3: Deep dual-domain based fast restoration of JPEG-compressed images
Z Wang, D Liu, S Chang, Q Ling, Y Yang, TS Huang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2016
1582016
Dilated recurrent neural networks
S Chang, Y Zhang, W Han, M Yu, X Guo, W Tan, X Cui, M Witbrock, ...
arXiv preprint arXiv:1710.02224, 2017
1532017
Robust video super-resolution with learned temporal dynamics
D Liu, Z Wang, Y Fan, X Liu, Z Wang, S Chang, T Huang
Proceedings of the IEEE International Conference on Computer Vision, 2507-2515, 2017
1472017
Negative link prediction in social media
J Tang, S Chang, C Aggarwal, H Liu
Proceedings of the eighth ACM international conference on web search and …, 2015
1362015
Streaming recommender systems
S Chang, Y Zhang, J Tang, D Yin, Y Chang, MA Hasegawa-Johnson, ...
Proceedings of the 26th international conference on world wide web, 381-389, 2017
1312017
Image super-resolution via dual-state recurrent networks
W Han, S Chang, D Liu, M Yu, M Witbrock, TS Huang
Proceedings of the IEEE conference on computer vision and pattern …, 2018
1242018
Evidence aggregation for answer re-ranking in open-domain question answering
S Wang, M Yu, J Jiang, W Zhang, X Guo, S Chang, Z Wang, T Klinger, ...
arXiv preprint arXiv:1711.05116, 2017
1232017
Autogan: Neural architecture search for generative adversarial networks
X Gong, S Chang, Y Jiang, Z Wang
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2019
1052019
Diverse few-shot text classification with multiple metrics
M Yu, X Guo, J Yi, S Chang, S Potdar, Y Cheng, G Tesauro, H Wang, ...
arXiv preprint arXiv:1805.07513, 2018
952018
Image aesthetics assessment using Deep Chatterjee's machine
Z Wang, D Liu, S Chang, F Dolcos, D Beck, T Huang
2017 International Joint Conference on Neural Networks (IJCNN), 941-948, 2017
95*2017
Learning super-resolution jointly from external and internal examples
Z Wang, Y Yang, Z Wang, S Chang, J Yang, TS Huang
IEEE Transactions on Image Processing 24 (11), 4359-4371, 2015
952015
Autovc: Zero-shot voice style transfer with only autoencoder loss
K Qian, Y Zhang, S Chang, X Yang, M Hasegawa-Johnson
International Conference on Machine Learning, 5210-5219, 2019
852019
Self-tuned deep super resolution
Z Wang, Y Yang, Z Wang, S Chang, W Han, J Yang, T Huang
Proceedings of the IEEE Conference on Computer Vision and Pattern …, 2015
852015
Speech Enhancement Using Bayesian Wavenet.
K Qian, Y Zhang, S Chang, X Yang, D Florêncio, M Hasegawa-Johnson
Interspeech, 2013-2017, 2017
752017
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