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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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Collaborations and top research areas from the last five years
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CIRC: Planning-C: Infrastructure for Large-Scale Procedural Generation of Photorealistic 3D Data
Deng, J. (PI)
NSF - National Science Foundation
7/1/25 → 6/30/27
Project: Research project
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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 → 3/31/26
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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Deep Patch Visual SLAM
Lipson, L., Teed, Z. & Deng, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 424-440 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15060 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
LayeredFlow: A Real-World Benchmark for Non-Lambertian Multi-layer Optical Flow
Wen, H., Liang, E. & Deng, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 477-495 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15060 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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OGNI-DC: Robust Depth Completion with Optimization-Guided Neural Iterations
Zuo, Y. & Deng, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 78-95 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15061 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Scopus citations -
SEA-RAFT: Simple, Efficient, Accurate RAFT for Optical Flow
Wang, Y., Lipson, L. & Deng, J., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 36-54 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15065 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
6 Scopus citations -
FetchBench: A Simulation Benchmark for Robot Fetching
Han, B., Parakh, M., Geng, D., Defay, J. A., Luyang, G. & Deng, J., 2024, In: Proceedings of Machine Learning Research. 270, p. 3053-3071 19 p.Research output: Contribution to journal › Conference article › peer-review