Research output per year
Research output per year
Fingerprint
Fingerprint is based on mining the text of the expert's scholarly documents to create an index of weighted terms, which defines the key subjects of each individual researcher.
- 1 Similar Profiles
Collaborations and top research areas from the last five years
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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FedDCT: Federated Learning of Large Convolutional Neural Networks on Resource-Constrained Devices Using Divide and Collaborative Training
Nguyen, Q., Pham, H. H., Wong, K. S., Le Nguyen, P., Nguyen, T. T. & Do, M. N., Feb 1 2024, In: IEEE Transactions on Network and Service Management. 21, 1, p. 418-436 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Improving the Robustness of 3D Human Pose Estimation: A Benchmark Dataset and Learning from Noisy Input
Hoang, T. H., Zehni, M., Phan, H., Vo, D. M. & Do, M. N., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2024. IEEE Computer Society, p. 113-123 11 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
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Making Vision Transformers Truly Shift-Equivariant
Rojas-Gomez, R. A., Lim, T. Y., Do, M. N. & Yeh, R. A., 2024, Proceedings - 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2024. IEEE Computer Society, p. 5568-5577 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
Open Access -
MaskDiff: Modeling Mask Distribution with Diffusion Probabilistic Model for Few-Shot Instance Segmentation
Le, M. Q., Nguyen, T. V., Le, T. N., Do, T. T., Do, M. N. & Tran, M. T., Mar 25 2024, Technical Tracks 14. Wooldridge, M., Dy, J. & Natarajan, S. (eds.). 3 ed. Association for the Advancement of Artificial Intelligence, p. 2874-2881 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 38, no. 3).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
Modelling-based joint embedding of histology and genomics using canonical correlation analysis for breast cancer survival prediction
Subramanian, V., Syeda-Mahmood, T. & Do, M. N., Mar 2024, In: Artificial Intelligence in Medicine. 149, 102787.Research output: Contribution to journal › Article › peer-review
Open Access
Datasets
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Data for STREETS: A Novel Camera Network Dataset for Traffic Flow
Snyder, C. (Creator) & Do, M. N. (Creator), University of Illinois Urbana-Champaign, Oct 27 2019
DOI: 10.13012/B2IDB-3671567_V1
Dataset
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RaDICaL: A Synchronized FMCW Radar, Depth, IMU and RGB Camera Data Dataset with Low-Level FMCW Radar Signals (ROS bag format)
Lim, T. Y. (Creator), Markowitz, S. A. (Creator) & Do, M. N. (Creator), University of Illinois Urbana-Champaign, Mar 6 2021
DOI: 10.13012/B2IDB-3289560_V1
Dataset