Projects per year
Personal profile
Research Interests
Computer Vision, Machine Learning, Deep Learning, Video Understanding, Generative Models, Nonparametric Bayesian
Experience
1. Postdoctoral Research Fellow (Feb., 2017 -- July., 2017), Research Center for Information Technology Innovation (CITI), Academia Sinica, Taipei, Taiwan
2. Computer Vision Research Scientist (Aug., 2016 -- Jan., 2017), Viscovery Pte. Ltd., Taipei, Taiwan
Education/Academic qualification
PhD, Engineering Science, Max Planck Institute for Informatics
External positions
Fingerprint
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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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打造更實用的電腦視覺系統：從更有效率的訓練數據使用出發
Chiu, W.-C. (PI)
1/08/24 → 31/07/26
Project: Government Ministry › Other Government Ministry Institute
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打造更實用的電腦視覺系統：從更有效率的訓練數據使用出發
Chiu, W.-C. (PI)
1/08/25 → 31/07/26
Project: Government Ministry › Other Government Ministry Institute
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打造更實用的電腦視覺系統：從更有效率的訓練數據使用出發
Chiu, W.-C. (PI)
1/08/23 → 31/07/24
Project: Government Ministry › Other Government Ministry Institute
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打造更實用的電腦視覺系統：從更有效率的訓練數據使用出發
Chiu, W.-C. (PI)
1/08/22 → 31/07/23
Project: Government Ministry › Other Government Ministry Institute
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深度生成模型之深入研究與廣泛應用探索(5/5)
Chiu, W.-C. (PI)
1/02/22 → 31/01/23
Project: Government Ministry › Other Government Ministry Institute
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A Recipe for CAC: Mosaic-Based Generalized Loss for Improved Class-Agnostic Counting
Chou, T. H., Wang, B., Chiu, W. C. & Chen, J. C., 2025, Computer Vision – ACCV 2024 - 17th Asian Conference on Computer Vision, Proceedings. Cho, M., Laptev, I., Tran, D., Yao, A. & Zha, H. (eds.). Springer Science and Business Media Deutschland GmbH, p. 413-428 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15477 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Best of Both Sides: Integration of Absolute and Relative Depth Sensing Modalities Based on iToF and RGB Cameras
Fang, I. S., Chiu, W. C. & Chen, Y. S., 2025, Pattern Recognition - 27th International Conference, ICPR 2024, Proceedings. Antonacopoulos, A., Chaudhuri, S., Chellappa, R., Liu, C.-L., Bhattacharya, S. & Pal, U. (eds.). Springer Science and Business Media Deutschland GmbH, p. 463-479 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15316 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Best of Both Worlds: Learning Arbitrary-scale Blind Super-Resolution via Dual Degradation Representations and Cycle-Consistency
Weng, S. Y., Yuan, H., Xu, Y. S., Huang, C. C. & Chiu, W. C., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 1536-1545 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Improving Robustness for Joint Optimization of Camera Poses and Decomposed Low-Rank Tensorial Radiance Fields
Cheng, B. Y., Chiu, W. C. & Liu, Y. L., 25 Mar 2024, In: Proceedings of the AAAI Conference on Artificial Intelligence. 38, 2, p. 990-1000 11 p.Research output: Contribution to journal › Conference article › peer-review
Open Access3 Scopus citations -
Masking Improves Contrastive Self-Supervised Learning for ConvNets, and Saliency Tells You Where
Chin, Z. Y., Jiang, C. M., Huang, C. C., Chen, P. Y. & Chiu, W. C., 3 Jan 2024, Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024. Institute of Electrical and Electronics Engineers Inc., p. 2749-2758 10 p. (Proceedings - 2024 IEEE Winter Conference on Applications of Computer Vision, WACV 2024).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access