Prof. NGO Chong Wah (楊宗樺)
Research Output
- 2024
- Published
Improving Interpretable Embeddings for Ad-hoc Video Search with Generative Captions and Multi-word Concept Bank
Wu, J., Ngo, C. & Chan, W., May 2024, ICMR 2024 - Proceedings of the 2024 International Conference on Multimedia Retrieval. Association for Computing Machinery, p. 73-82 (ICMR - Proceedings of the International Conference on Multimedia Retrieval).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- Published
(Un)likelihood Training for Interpretable Embedding
WU, J., NGO, C., CHAN, W. & HOU, Z., May 2024, In: ACM Transactions on Information Systems. 42, 3Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 2 - Published
FoodMask: Real-time food instance counting, segmentation and recognition
Nguyen, H., Cao, Y., Ngo, C. & Chan, W., Feb 2024, In: Pattern Recognition. 146, 110017.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
Leveraging LLMs and Generative Models for Interactive Known-Item Video Search
Ma, Z., Wu, J. & Ngo, C. W., 2024, MultiMedia Modeling: 30th International Conference, MMM 2024, Amsterdam, The Netherlands, January 29 – February 2, 2024, Proceedings, Part IV. Rudinac, S., Hanjalic, A., Liem, C., Worring, M., Jónsson, B. Þ., Liu, B. & Yamakata, Y. (eds.). Cham: Springer, p. 380-386 (Lecture Notes in Computer Science; vol. 14557).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2023
- Published
Cone: An Efficient COarse-to-fiNE Alignment Framework for Long Video Temporal Grounding
Hou, Z., Zhong, W., Ji, L., Gao, D., Yan, K., Chan, W., Ngo, C., & 2 others , 9 Jul 2023, Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics : Volume 1: Long Papers. Toronto: Association for Computational Linguistics, Vol. 1. p. 8013–8028 16 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - Published
Adaptive Split-Fusion Transformer
Su, Z., Chen, J., Pang, L., Ngo, C. & Jiang, Y., 2023, Proceedings - 2023 IEEE International Conference on Multimedia and Expo, ICME 2023. Institute of Electrical and Electronics Engineers, Inc., p. 1169-1174 (Proceedings - IEEE International Conference on Multimedia and Expo).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - Published
Reinforcement Learning Enhanced PicHunter for Interactive Search
Ma, Z., Wu, J., Loo, W. & Ngo, C., 2023, MultiMedia Modeling: 9th International Conference, MMM 2023, Proceedings, Part 1. Dang-Nguyen, D., Gurrin, C., Larson, M., Smeaton, A. F., Rudinac, S., Dao, M., Trattner, C. & Chen, P. (eds.). 1 ed. Springer, Cham, p. 690-696 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13833 LNCS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 1 - 2022
- Online published
An Efficient COarse-to-fiNE Alignment Framework @ Ego4D Natural Language Queries Challenge 2022
Hou, Z., Zhong, W., Ji, L., Gao, D., Yan, K., Chan, W., Ngo, C., & 2 others , 16 Nov 2022, (Online published) 4 p.Research output: Working Papers › Preprint
- Published
SibNet: Food instance counting and segmentation
Nguyen, H., Ngo, C. & Chan, W., Apr 2022, In: Pattern Recognition. 124, 108470.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 12 - Published
Cross-lingual Adaptation for Recipe Retrieval with Mixup
Zhu, B., Ngo, C., Chen, J. & Chan, W., 2022, ICMR '22 - Proceedings of the 2022 International Conference on Multimedia Retrieval. Association for Computing Machinery, Inc, p. 258-267 10 p. (ICMR - Proceedings of the International Conference on Multimedia Retrieval).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - Published
Learning from Web Recipe-image Pairs for Food Recognition: Problem, Baselines and Performance
Zhu, B., Ngo, C. & Chan, W., 2022, In: IEEE Transactions on Multimedia. 24, p. 1175-1185 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
Reinforcement Learning-Based Interactive Video Search
Ma, Z., Wu, J., Hou, Z. & Ngo, C., 2022, MultiMedia Modeling: 28th International Conference, MMM 2022, Phu Quoc, Vietnam, June 6–10, 2022, Proceedings, Part II. Jónsson, B. Þ., Gurrin, C., Tran, M., Dang-Nguyen, D., Hu, A. M., Thi Thanh, B. H. & Huet, B. (eds.). Cham: Springer, p. 549-555 (Lecture Notes in Computer Science; vol. 13142).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - 2021
- Published
Token Shift Transformer for Video Classification
Zhang, H., Hao, Y. & Ngo, C., Oct 2021, MM ’21: Proceedings of the 29th ACM International Conference on Multimedia. New York, NY: Association for Computing Machinery, p. 917-925 (MM - Proceedings of the ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 82 - Published
Interactive Search vs. Automatic Search: An Extensive Study on Video Retrieval
NGUYEN, P. & NGO, C., May 2021, In: ACM Transactions on Multimedia Computing, Communications and Applications. 17, 2, 47.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 7 - Published
A Hybrid Approach for Detecting Prerequisite Relations in Multi-modal Food Recipes
Pan, L., Chen, J., Liu, S., Ngo, C., Kan, M. & Chua, T., 2021, In: IEEE Transactions on Multimedia. 23, p. 4491-4501 11 p.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
- Published
A Study of Multi-task and Region-Wise Deep Learning for Food Ingredient Recognition
Chen, J., Zhu, B., Ngo, C., Chua, T. & Jiang, Y., 2021, In: IEEE Transactions on Image Processing. 30, p. 1514-1526Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 56 - Published
CONQUER: Contextual Query-aware Ranking for Video Corpus Moment Retrieval
Hou, Z., Ngo, C. & Chan, W. K., 2021, MM' 21 : Proceedings of the 29th ACM International Conference on Multimedia. New York: Association for Computing Machinery, p. 3900-3908 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 22 - Published
Learning to Match Anchor-Target Video Pairs with Dual Attentional Holographic Networks
Hao, Y., Ngo, C. & Zhu, B., 2021, In: IEEE Transactions on Image Processing. 30, p. 8130-8143Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 4 - Published
SQL-Like Interpretable Interactive Video Search
Wu, J., Nguyen, P. A., Ma, Z. & Ngo, C., 2021, MultiMedia Modeling: 27th International Conference, MMM 2021, Prague, Czech Republic, June 22–24, 2021, Proceedings. Lokoč, J., Skopal, T., Schoeffmann, K., Mezaris, V., Li, X., Vrochidis, S. & Patras, I. (eds.). Cham: Springer, Vol. Part II. p. 391-397 (Lecture Notes in Computer Science; vol. 12573).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - Published
Terrace-based Food Counting and Segmentation
Nguyen, H. & Ngo, C., 2021, The Thirty-Fifth AAAI Conference on Artificial Intelligence. The Thirty-Third Conference on Innovative Applications of Artificial Intelligence. The Eleventh Symposium on Educational Advances in Artificial Intelligence. AAAI Press, p. 2364-2372 (AAAI Conference on Artificial Intelligence; vol. 35, no. 3).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4