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Collaborations and top research areas from the last five years
Grants & Projects
- 4 Finished
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DURIP - Reasons: Resilient, Adaptive, Scalable, Autonomy in Networked Swarms
Dantu, K. (PI), Chowdhury, S. (CoI), Doermann, D. (CoI), Murray, C. (CoI) & Qiao, C. (CoI)
US Air Force Office of Scientific Research
03/15/22 → 04/14/25
Project: Research
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SPIR: Applications of Machine Learning to HVAC Service Diagnostics and Performance Optimization
Doermann, D. (PI) & Leyh, T. (CoI)
North Park Innovations Group Incorporated
01/3/19 → 12/31/19
Project: Research
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Physics Learning (PEA): A hybrid physics guided machine learning approach for predictive modeling of complex systems
Chowdhury, S. (CoI), Doermann, D. (CoI) & Rai, R. (PI)
Defense Advanced Research Projects Agency (DARPA)
09/24/18 → 03/24/20
Project: Research
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Preoperative Prediction of Esophageal Cancer Survival in CT via Tumor and Lymph Node Context and Geometry Modeling
Gong, X., Li, J., Wang, Y., Li, H., Yao, J., Zhong, L., Guo, D., Yan, K., Doermann, D., Lu, L., Jiao, F., Ho, T. Y., Zhang, L., Abuduxuku, A., Wang, H., Ye, X., Jin, D. & Wang, Q., 2026, (Accepted/In press) In: IEEE Transactions on Medical Imaging.Research output: Contribution to journal › Article › peer-review
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DFM: Differentiable Feature Matching for Anomaly Detection
Wu, S., Wang, Y., Liu, X., Yang, Y., Wang, R., Guo, G., Doermann, D. & Zhang, B., 2025, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 15224-15233 10 p.Research output: Contribution to journal › Conference article › peer-review
2 Scopus citations -
ETLNet: An Efficient TCN-BiLSTM Network for Road Anomaly Detection Using Smartphone Sensors
Ansari, M. F., Sandilya, R., Javed, M. & Doermann, D., 2025, Pattern Recognition. ICPR 2024 International Workshops and Challenges - Kolkata, India, December 1, 2024, Proceedings. Palaiahnakote, S., Schuckers, S., Ogier, J.-M., Bhattacharya, P., Pal, U. & Bhattacharya, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 318-334 17 p. (Lecture Notes in Computer Science; vol. 15619 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Expanding the Image Embedding Space for Language-Free Text-to-Face Image Generation
Jensen, J., Chanda, S., Krishnan, N. C. & Doermann, D., 2025, Pattern Recognition - 46th DAGM German Conference, DAGM GCPR 2024, Proceedings. Cremers, D., Lähner, Z., Moeller, M., Nießner, M., Ommer, B. & Triebel, R. (eds.). Springer Science and Business Media Deutschland GmbH, p. 72-86 15 p. (Lecture Notes in Computer Science; vol. 15298 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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IDOL: Unified Dual-Modal Latent Diffusion for Human-Centric Joint Video-Depth Generation
Zhai, Y., Lin, K., Li, L., Lin, C. C., Wang, J., Yang, Z., Doermann, D., Yuan, J., Liu, Z. & Wang, L., 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. 134-152 19 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15073 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations