Jia Deng

Source: Scopus
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2 Finished
2 Active

Symbolic Reasoning meets Deep Learning: Toward Building Machines that Think
Deng, J.
Office of Naval Research - MA
7/13/20 → 7/12/23
Project: Research project
CAREER: Toward Video2Sim: Turning Real World Videos into Simulations
Deng, J.
NSF - National Science Foundation
4/1/20 → 3/31/25
Project: Research project
RI: Small: Inverse Rendering by Co-Evolutionary Learning
Deng, J.
NSF - National Science Foundation
9/1/18 → 5/31/20
Project: Research project
BIGDATA: F: Collaborative Research: From Visual Data to Visual Understanding
Deng, J.
NSF - National Science Foundation
9/1/18 → 8/31/20
Project: Research project

16147 Citations
28 h-Index
44 Conference contribution
8 Article
8 Conference article
2 Paper

A Unified Framework of Surrogate Loss by Refactoring and Interpolation
Liu, L., Wang, M. & Deng, J., 2020, Computer Vision – ECCV 2020 - 16th European Conference 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 278-293 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12348 LNCS).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
CornerNet: Detecting Objects as Paired Keypoints
Law, H. & Deng, J., Mar 1 2020, In: International Journal of Computer Vision. 128, 3, p. 642-656 15 p.
Research output: Contribution to journal › Article › peer-review
24 Scopus citations
D3D: Distilled 3D networks for video action recognition
Stroud, J. C., Ross, D. A., Sun, C., Deng, J. & Sukthankar, R., Mar 2020, Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. Institute of Electrical and Electronics Engineers Inc., p. 614-623 10 p. 9093274. (Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020).
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
4 Scopus citations
Deep learning computer vision algorithm for detecting kidney stone composition
Black, K. M., Law, H., Aldoukhi, A., Deng, J. & Ghani, K. R., Jun 1 2020, In: BJU International. 125, 6, p. 920-924 5 p.
Research output: Contribution to journal › Article › peer-review
7 Scopus citations
How useful is self-supervised pretraining for visual tasks?
Newell, A. & Deng, J., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7343-7352 10 p., 9157100.
Research output: Contribution to journal › Conference article › peer-review
1 Scopus citations