• 686 Citations
  • 15 h-Index
20072019
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Fingerprint Dive into the research topics where Shafiq Rayhan Joty is active. These topic labels come from the works of this person. Together they form a unique fingerprint.

  • 17 Similar Profiles
Syntactics Engineering & Materials Science
Semantics Engineering & Materials Science
Neural networks Engineering & Materials Science
Classifiers Engineering & Materials Science
Labeling Engineering & Materials Science
Learning systems Engineering & Materials Science
Supervised learning Engineering & Materials Science
Question Answering Mathematics

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Research Output 2007 2019

  • 686 Citations
  • 15 h-Index
  • 49 Conference contribution
  • 5 Article
  • 1 Paper
  • 1 Conference article

A Factorial Deep Markov Model for Unsupervised Disentangled Representation Learning from Speech

Khurana, S., Rayhan Joty, S., Ali, A. & Glass, J., 1 May 2019, 2019 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 6540-6544 5 p. 8683131. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

1 Citation (Scopus)

A Structured Learning Approach with Neural Conditional Random Fields for Sleep Staging

Aggarwal, K., Khadanga, S., Rayhan Joty, S., Kazaglis, L. & Srivastava, J., 22 Jan 2019, Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018. Song, Y., Liu, B., Lee, K., Abe, N., Pu, C., Qiao, M., Ahmed, N., Kossmann, D., Saltz, J., Tang, J., He, J., Liu, H. & Hu, X. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 1318-1327 10 p. 8622286. (Proceedings - 2018 IEEE International Conference on Big Data, Big Data 2018).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Sleep
Air
Recurrent neural networks
Convolution
Health

Neuron: Query execution plan meets natural language processing for augmenting DB education

Liu, S., Bhowmick, S. S., Zhang, W., Wang, S., Huang, W. & Rayhan Joty, S., 25 Jun 2019, SIGMOD 2019 - Proceedings of the 2019 International Conference on Management of Data. Association for Computing Machinery, p. 1953-1956 4 p. (Proceedings of the ACM SIGMOD International Conference on Management of Data).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Neurons
Education
Students
Processing
Demonstrations

Watch it twice: Video captioning with a refocused video encoder

Shi, X., Joty, S., Cai, J. & Gu, J., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 818-826 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Watches
Computer vision
Decoding
Processing
Experiments
8 Citations (Scopus)

ANR: Aspect-based Neural Recommender

Chin, J. Y., Rayhan Joty, S., Zhao, K. & Cong, G., 17 Oct 2018, CIKM 2018 - Proceedings of the 27th ACM International Conference on Information and Knowledge Management. Paton, N., Candan, S., Wang, H., Allan, J., Agrawal, R., Labrinidis, A., Cuzzocrea, A., Zaki, M., Srivastava, D., Broder, A. & Schuster, A. (eds.). Association for Computing Machinery, p. 147-156 10 p.

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Recommender systems
Amazon
Benchmark
Sources of information
Electronic commerce