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2023
A High-Throughput Full-Dataflow MobileNetv2 Accelerator on Edge FPGA
Jiang, W., Yu, H. & Ha, Y., 1 May 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42, 5, p. 1532-1545 14 p.Research output: Journal Publication › Article › peer-review
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Alternating Direction Method of Multipliers for Convolutive Non-Negative Matrix Factorization
Li, Y., Wang, R., Fang, Y., Sun, M. & Luo, Z., 1 Dec 2023, In: IEEE Transactions on Cybernetics. 53, 12, p. 7735-7748 14 p.Research output: Journal Publication › Article › peer-review
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An efficient feature selection algorithm based on the description vector and hypergraph
Yang, T., Liang, J., Pang, Y., Xie, P., Qian, Y. & Wang, R., Jun 2023, In: Information Sciences. 629, p. 746-759 14 p.Research output: Journal Publication › Article › peer-review
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A Novel Self-training Approach for Low-resource Speech Recognition
Singh, S., Hou, F. & Wang, R., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 1588-1592 5 p.Research output: Journal Publication › Conference article › peer-review
Open Access -
Automated metamorphic-relation generation with ChatGPT: an experience report
Zhang, Y., Towey, D. & Pike, M., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE Computer Society, p. 1780-1785 6 p. (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Automatic Step Recognition with Video and Kinematic Data for Intelligent Operating Room and Beyond
Chng, C. B., Lin, W., Hu, Y., Hu, Y., Liu, J. & Chui, C. K., 7 Dec 2023, SOICT 2023 - 12th International Symposium on Information and Communication Technology. Association for Computing Machinery, p. 599-606 8 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
A variant of the united multi-operator evolutionary algorithms using sequential quadratic programming and improved SHADE-cnEpSin
Hong, L., Guo, Y., Liu, F. & Wang, B., Apr 2023, In: Information Sciences. 622, p. 652-681 30 p.Research output: Journal Publication › Article › peer-review
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BiTCN_DRSN: An effective software vulnerability detection model based on an improved temporal convolutional network
Chen, J., Lin, W., Cai, S., Yin, Y., Chen, H. & Towey, D., Oct 2023, In: Journal of Systems and Software. 204, 111772.Research output: Journal Publication › Article › peer-review
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Blow molding artifacts with PneuFab method
Wang, G., Zhu, K., Zhou, L., Guo, M., Chen, H., Yan, Z., Pan, D., Yang, Y., Li, J., Wu, J., Tao, Y. & Sun, L., 19 Apr 2023, CHI 2023 - Extended Abstracts of the 2023 CHI Conference on Human Factors in Computing Systems. Association for Computing Machinery, 429. (Conference on Human Factors in Computing Systems - Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Cascaded face super-resolution with shape and identity priors
Zeng, D., Li, Z., Yan, X., Jiang, W., Wang, X., Liu, J. & Tang, B., 18 Sept 2023, In: IET Image Processing. 17, 11, p. 3309-3322 14 p.Research output: Journal Publication › Article › peer-review
Open Access -
CDNet: Cross-frequency Dual-branch Network for Face Anti-Spoofing
Huang, X., Li, Q., Shen, L. & Chen, X., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Cervical cancerous cell classification: opposition-based harmony search for deep feature selection
Das, N., Mandal, B., Santosh, K., Shen, L. & Chakraborty, S., Nov 2023, In: International Journal of Machine Learning and Cybernetics. 14, 11, p. 3911-3922 12 p.Research output: Journal Publication › Article › peer-review
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CLRL-Tuning: A Novel Continual Learning Approach for Automatic Speech Recognition
Wang, Z., Hou, F. & Wang, R., 2023, In: Proceedings of the Annual Conference of the International Speech Communication Association, INTERSPEECH. 2023-August, p. 1279-1283 5 p.Research output: Journal Publication › Conference article › peer-review
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Confidence-Based Event-Centric Online Video Question Answering on a Newly Constructed ATBS Dataset
Kong, W., Ye, S., Yao, C. & Ren, J., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Corneal Endothelial Cell Segmentation with Multiple Long-range Dependencies
Zeng, L., Zhang, Y., Higashita, R. & Liu, J., 9 Nov 2023, ICBBE 2023 - Proceedings of the 2023 10th International Conference on Biomedical and Bioinformatics Engineering. Association for Computing Machinery, p. 67-72 6 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Criticality-Aware Negotiation-Driven Scrubbing Scheduling for Reliability Maximization in SRAM-based FPGAs
Li, R., Yu, H., Li, L. & Ha, Y., Mar 2023, In: IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems. 42, 11, p. 1 1 p.Research output: Journal Publication › Article › peer-review
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Cross-domain learning for underwater image enhancement
Li, F., Zheng, J., Zhang, Y. F., Jia, W., Wei, Q. & He, X., Jan 2023, In: Signal Processing: Image Communication. 110, 116890.Research output: Journal Publication › Article › peer-review
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CT-Based Automatic Spine Segmentation Using Patch-Based Deep Learning
Qadri, S. F., Lin, H., Shen, L., Ahmad, M., Qadri, S., Khan, S., Khan, M., Zareen, S. S., Akbar, M. A., Bin Heyat, M. B. & Qamar, S., 2023, In: International Journal of Intelligent Systems. 2023, 2345835.Research output: Journal Publication › Article › peer-review
Open Access -
Data Augmentation with Diversified Rephrasing for Low-Resource Neural Machine Translation
Gao, Y., Hou, F., Jahnke, H. & Wang, R., 2023, p. 35-47. 13 p.Research output: Contribution to conference › Paper › peer-review
2 Citations (Scopus) -
Deep generative image priors for semantic face manipulation
Hou, X., Shen, L., Ming, Z. & Qiu, G., Jul 2023, In: Pattern Recognition. 139, 109477.Research output: Journal Publication › Article › peer-review
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Designing Tangible Lighting for Children to Enhance Visiting Experiences during Museum Touring
Shen, Y., Xue, M. & Wu, J., 13 Nov 2023, Proceedings of the 11th International Symposium of Chinese CHI: Generative, Reflective, Envisioning, Chinese CHI 2023. Association for Computing Machinery, p. 562-566 5 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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DMINet: A lightweight dual-mixed channel-independent network for cataract recognition
Wu, X., Chen, Y., Yan, Q., Zhao, Y., Zhao, J., Zhang, X., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Dual-Stream Siamese Vision Transformer With Mutual Attention For Radar Gait Verification
Ji, R., Li, J., He, W., Ren, J. & Jiang, X., 2023, ICASSP 2023 - 2023 IEEE International Conference on Acoustics, Speech and Signal Processing, Proceedings. Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Edge-event-triggered encryption-decryption observer-based control of multiagent systems for privacy protection under multiple cyber attacks
Guo, X. G., Wang, B. Q., Wang, J. L., Ahn, C. K. & Wu, Z. G., Sept 2023, In: Information Sciences. 642, 119128.Research output: Journal Publication › Article › peer-review
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Effects of Augmented Reality Gamification on Students' Intrinsic Motivation and Performance
Gill, A., Irwin, D., Towey, D., Zhang, Y., Li, B., Sun, L., Wang, Z., Yu, W., Zhang, R. & Zheng, Y., 2023, 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Enhancing Critical Thinking and Engagement through Puzzle Box Integration in Virtual Reality-based Digital Game-Based Learning
Lee, B. G., Tang, H. & Fang, F., 2023, 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings. Institute of Electrical and Electronics Engineers Inc., (2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Exploiting anonymous entity mentions for named entity linking
Hou, F., Wang, R., Ng, S. K., Witbrock, M., Zhu, F. & Jia, X., Mar 2023, In: Knowledge and Information Systems. 65, 3, p. 1221-1242 22 p.Research output: Journal Publication › Article › peer-review
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Exploiting double-flank roll testing spur gear measurements to determine gear parameter deviations through numerical simulation of free-form meshing gears
Kalligeros, C., Papalexis, C., Vasileiou, G., Tzouganakis, P., Spitas, C. & Spitas, V., Jul 2023, In: Simulation Modelling Practice and Theory. 126, 102757.Research output: Journal Publication › Article › peer-review
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Exploring metamorphic testing for fake-news detection software: a case study
Miao, L., Towey, D., Ma, Y., Chen, T. Y. & Quan Zhou, Z., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE Computer Society, p. 912-923 12 p. (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Exploring the Fusion of Mixed Reality and Digital Game-Based Learning: The Case of Puzzle Box Games for Education
Lee, B. G., Tang, H. & Wen, X., 2023, 2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings. Auckland, New Zealand: Institute of Electrical and Electronics Engineers Inc., p. 1-8 8 p. (2023 IEEE International Conference on Teaching, Assessment and Learning for Engineering, TALE 2023 - Conference Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Extended Abstract of Candidate Test Set Reduction for Adaptive Random Testing: An Overheads Reduction Technique
Huang, R., Chen, H., Sun, W. & Towey, D., 2023, Proceedings - 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023. Zhang, T., Xia, X. & Novielli, N. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 853-854 2 p. (Proceedings - 2023 IEEE International Conference on Software Analysis, Evolution and Reengineering, SANER 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Face Recognition on Point Cloud with Cgan-Top for Denoising
Liu, J., Ren, J., Sun, H. & Jiang, X., 5 May 2023, ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings. Institute of Electrical and Electronics Engineers Inc., p. 1-5 5 p. (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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FCH, an incentive framework for data-owner dominated federated learning
Xu, H., Nanda, P., Liang, J. & He, X., Aug 2023, In: Journal of Information Security and Applications. 76, 103521.Research output: Journal Publication › Article › peer-review
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Fuzzy Uncertainty-Based Out-of-Distribution Detection Algorithm for Semantic Segmentation
Lin, Q., Chen, X., Chen, C., Pekaslan, D. & Garibaldi, J. M., 2023, 2023 IEEE International Conference on Fuzzy Systems, FUZZ 2023. Institute of Electrical and Electronics Engineers Inc., p. 1-6 (IEEE International Conference on Fuzzy Systems).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Global-Local Framework for Medical Image Segmentation with Intra-class Imbalance Problem
Zhou, Y., Yang, B., Lin, X., Higashita, R. & Liu, J., 17 Mar 2023, CACML 2023 - Conference Proceedings 2023 2nd Asia Conference on Algorithms, Computing and Machine Learning. Association for Computing Machinery, p. 366-370 5 p. (ACM International Conference Proceeding Series).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Hybrid Recurrent Neural Network Architecture-Based Intention Recognition for Human-Robot Collaboration
Gao, X., Yan, L., Wang, G. & Gerada, C., 1 Mar 2023, In: IEEE Transactions on Cybernetics. 53, 3, p. 1578-1586 9 p.Research output: Journal Publication › Article › peer-review
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IEEE COMPSAC 2023 - Resilient computing and computing for resilience in a sustainable cyber-physical world: summary and future research directions
Cuzzocrea, A., Teranishi, Y., Sharmin, M. & Towey, D., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE Computer Society, p. XLIX-L (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access -
Improving Visual-Semantic Embedding with Adaptive Pooling and Optimization Objective
Zhang, Z., Shu, C., Xiao, Y., Shen, Y., Zhu, D., Xiao, J., Chen, Y., Lau, J. H., Zhang, Q. & Lu, Z., 2023, EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference. Association for Computational Linguistics (ACL), p. 1209-1221 13 p. (EACL 2023 - 17th Conference of the European Chapter of the Association for Computational Linguistics, Proceedings of the Conference).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Intention Progression with Maintenance Goals
Wu, D., Yao, Y., Alechina, N., Logan, B. & Thangarajah, J., 2023, In: Proceedings of the International Joint Conference on Autonomous Agents and Multiagent Systems, AAMAS. 2023-May, p. 2400-2402 3 p.Research output: Journal Publication › Conference article › peer-review
3 Citations (Scopus) -
Learning and integration of adaptive hybrid graph structures for multivariate time series forecasting
Guo, T., Hou, F., Pang, Y., Jia, X., Wang, Z. & Wang, R., Nov 2023, In: Information Sciences. 648, 119560.Research output: Journal Publication › Article › peer-review
Open Access -
Learning from pseudo-lesion: a self-supervised framework for COVID-19 diagnosis
Li, Z., Li, X., Jin, Z. & Shen, L., May 2023, In: Neural Computing and Applications. 35, 15, p. 10717-10731 15 p.Research output: Journal Publication › Article › peer-review
Open Access -
Learning Person-Specific Cognition From Facial Reactions for Automatic Personality Recognition
Song, S., Shao, Z., Jaiswal, S., Shen, L., Valstar, M. & Gunes, H., 1 Oct 2023, In: IEEE Transactions on Affective Computing. 14, 4, p. 3048-3065 18 p.Research output: Journal Publication › Article › peer-review
Open Access -
Lens structure segmentation from AS-OCT images via shape-based learning
Fang, H., Yin, P., Chen, H., Fang, Y., Chen, W., Yuan, J., Risa, H., Liu, J. & Xu, Y., Mar 2023, In: Computer Methods and Programs in Biomedicine. 230, 107322.Research output: Journal Publication › Article › peer-review
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Leveraging the first line of defense: a study on the evolution and usage of android security permissions for enhanced android malware detection
Guerra-Manzanares, A., Bahsi, H. & Luckner, M., Mar 2023, In: Journal of Computer Virology and Hacking Techniques. 19, 1, p. 65-96 32 p.Research output: Journal Publication › Article › peer-review
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LoGo Transformer: Hierarchy Lightweight Full Self-Attention Network for Corneal Endothelial Cell Segmentation
Zhang, Y., Cai, Z., Higashita, R. & Liu, J., 2023, IJCNN 2023 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Message from the 2023 Program Chairs-in-Chief: COMPSAC 2023
Cuzzocrea, A., Sharmin, M., Teranishi, Y. & Towey, D., 2023, In: Proceedings - International Computer Software and Applications Conference. 2023-June, p. XLV-XLVIResearch output: Journal Publication › Editorial
Open Access -
Metamorphic testing harness for the Baidu Apollo perception-camera module
Zhang, Y., Towey, D., Pike, M., Han, J. C., Zhou, G., Yin, C., Wang, Q. & Xie, C., 2023, Proceedings - 2023 IEEE/ACM 8th International Workshop on Metamorphic Testing, MET 2023. Institute of Electrical and Electronics Engineers Inc., p. 9-16 8 p. (Proceedings - 2023 IEEE/ACM 8th International Workshop on Metamorphic Testing, MET 2023).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Metamorphic testing of Advanced Driver-Assistance System (ADAS) simulation platforms: Lane Keeping Assist System (LKAS) case studies
Iqbal, M., Han, J. C., Zhou, Z. Q., Towey, D. & Chen, T. Y., Mar 2023, In: Information and Software Technology. 155, 107104.Research output: Journal Publication › Article › peer-review
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Metamorphic testing of an automated parking system: an experience report
Towey, D., Luo, Z., Zheng, Z., Zhou, P., Yang, J., Ingkasit, P., Lao, C., Pike, M. & Zhang, Y., 2023, Proceedings - 2023 IEEE 47th Annual Computers, Software, and Applications Conference, COMPSAC 2023. Shahriar, H., Teranishi, Y., Cuzzocrea, A., Sharmin, M., Towey, D., Majumder, A. J. A., Kashiwazaki, H., Yang, J.-J., Takemoto, M., Sakib, N., Banno, R. & Ahamed, S. I. (eds.). IEEE Computer Society, p. 1774-1779 6 p. (Proceedings - International Computer Software and Applications Conference; vol. 2023-June).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
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Multi-stage Factorized Spatio-Temporal Representation for RGB-D Action and Gesture Recognition
Ma, Y., Zhou, B., Wang, R. & Wang, P., 26 Oct 2023, MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 3149-3160 12 p. (MM 2023 - Proceedings of the 31st ACM International Conference on Multimedia).Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review
Open Access