Projects per year
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Collaborations and top research areas from the last five years
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SLES: Vision-Based Maximally-Symbolic Safety Supervisor with Graceful Degradation and Procedural Validation
Deng, J. (PI)
NSF - National Science Foundation
10/1/23 → 9/30/26
Project: Research project
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CAREER: Toward Video2Sim: Turning Real World Videos into Simulations
Deng, J. (PI)
NSF - National Science Foundation
4/1/20 → 3/31/25
Project: Research project
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Symbolic Reasoning meets Deep Learning: Toward Building Machines that Think
Deng, J. (PI)
7/13/20 → 7/12/23
Project: Research project
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RI: Small: Inverse Rendering by Co-Evolutionary Learning
Deng, J. (PI)
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
Deng, J. (PI)
NSF - National Science Foundation
9/1/18 → 8/31/20
Project: Research project
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Label-Free Synthetic Pretraining of Object Detectors
Law, H. & Deng, J., Jan 3 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 935-945 11 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Convolutional Networks with Oriented 1D Kernels
Kirchmeyer, A. & Deng, J., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., p. 6199-6209 11 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access1 Scopus citations -
Deep Patch Visual Odometry
Teed, Z., Lipson, L. & Deng, J., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
10 Scopus citations -
Siamese Masked Autoencoders
Gupta, A., Wu, J., Deng, J. & Fei-Fei, L., 2023, In: Advances in Neural Information Processing Systems. 36Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
A Study of Face Obfuscation in ImageNet
Yang, K., Yau, J., Fei-Fei, L., Deng, J. & Russakovsky, O., 2022, In: Proceedings of Machine Learning Research. 162, p. 25313-25330 18 p.Research output: Contribution to journal › Conference article › peer-review
36 Scopus citations