Projects per year
Personal profile
Research interests
General Computer Vision and Machine Learning tasks, especially tasks related to few-shot learning, incremental learning, multimodal learning, video understanding, etc.
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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Collaborations and top research areas from the last five years
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Projects
- 1 Active
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Use of Bayesian statistics and deep neural network to improve the reliability of transient heat transfer experiments
Tang, H. (PI) & Chen, D. (CoI)
31/03/24 → 30/03/26
Project: Research council
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Day-to-Night Street View Image Generation for 24-Hour Urban Scene Auditing Using Generative AI
Liu, Z., Li, T., Ren, T., Chen, D., Li, W. & Qiu, W., 31 May 2024, In: Journal of Imaging. 10, 5, 112.Research output: Contribution to journal › Article › peer-review
Open Access10 Citations (SciVal) -
SolarGAN for Meso-Level Solar Radiation Prediction at the Urban Scale: A Case Study in Boston
Lu, Y., Li, X., Wu, S., Wang, Y., Qiu, W., Chen, D. & Li, Y., 1 Dec 2024, In: Remote Sensing. 16, 23, 4524.Research output: Contribution to journal › Article › peer-review
Open Access1 Citation (SciVal) -
Identifying Urban Park Events through Computer Vision-Assisted Categorization of Publicly-Available Imagery
Tan, Y., Li, W., Chen, D. & Qiu, W., 31 Oct 2023, In: ISPRS International Journal of Geo-Information. 12, 10, 419.Research output: Contribution to journal › Article › peer-review
Open Access4 Citations (SciVal) -
Identity-Consistent Aggregation for Video Object Detection
Deng, C., Chen, D. & Wu, Q., 6 Oct 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. IEEE, p. 13388-13398 11 p. (Proceedings of the IEEE International Conference on Computer Vision).Research output: Chapter or section in a book/report/conference proceeding › Chapter in a published conference proceeding
Open Access4 Citations (SciVal) -
Prompt Switch: Efficient CLIP Adaptation for Text-Video Retrieval
Deng, C., Chen, Q., Qin, P., Chen, D. & Wu, Q., 2 Oct 2023.Research output: Contribution to conference › Paper › peer-review
Open Access
Thesis
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The Visual Analysis of Complex Natural Phenomena
Chen, D. (Author), Hall, P. (Supervisor) & Brown, M. (Supervisor), 1 Dec 2017Student thesis: Doctoral Thesis › PhD
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