Projects per year
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Dive into the research topics where Jia Deng is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Symbolic Reasoning meets Deep Learning: Toward Building Machines that Think
7/13/20 → 7/12/23
Project: Research project
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CAREER: Toward Video2Sim: Turning Real World Videos into Simulations
NSF - National Science Foundation
4/1/20 → 3/31/25
Project: Research project
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RI: Small: Inverse Rendering by Co-Evolutionary Learning
NSF - National Science Foundation
9/1/18 → 5/31/20
Project: Research project
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BIGDATA: F: Collaborative Research: From Visual Data to Visual Understanding
NSF - National Science Foundation
9/1/18 → 8/31/20
Project: Research project
Research output
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RAFT: Recurrent All-Pairs Field Transforms for Optical Flow (Extended Abstract)
Teed, Z. & Deng, J., 2021, Proceedings of the 30th International Joint Conference on Artificial Intelligence, IJCAI 2021. Zhou, Z-H. (ed.). International Joint Conferences on Artificial Intelligence, p. 4839-4843 5 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
RAFT-3D: Scene Flow using Rigid-Motion Embeddings
Teed, Z. & Deng, J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 8371-8380 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
RAFT-Stereo: Multilevel Recurrent Field Transforms for Stereo Matching
Lipson, L., Teed, Z. & Deng, J., 2021, Proceedings - 2021 International Conference on 3D Vision, 3DV 2021. Institute of Electrical and Electronics Engineers Inc., p. 218-227 10 p. (Proceedings - 2021 International Conference on 3D Vision, 3DV 2021).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Tangent Space Backpropagation for 3D Transformation Groups
Teed, Z. & Deng, J., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 10333-10342 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Scopus citations -
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
1 Scopus citations