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Professor Jun Liu FHEA

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  1. Published

    SemTrack: Large-Scale Dataset for Semantic Tracking in the Wild

    Wang, P., Hui, X., Wu, J., Yang, Z., Ong, K. E., Zhao, X., Lu, B., Huang, D., Ling, E., Chen, W., Ma, K. T., Hur, M. & Liu, J., 7/12/2024, Computer Vision -- ECCV 2024: 18th European Conference, Milan, Italy, September 29–October 4, 2024, Proceedings, Part XXIV. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Cham: Springer, p. 486-504 19 p. (Lecture Notes in Computer Science; vol. 15082).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  2. Published

    Skeleton Cloud Colorization for Unsupervised 3D Action Representation Learning

    Yang, S., Liu, J., Lu, S., Er, M. H. & Kot, A. C., 28/02/2022, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 13403-13413 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  3. Published

    Skeleton-Based Action Recognition Using Spatio-Temporal LSTM Network with Trust Gates

    Liu, J., Shahroudy, A., Xu, D., Kot, A. C. & Wang, G., 31/12/2018, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 40, 12, p. 3007-3021 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  4. Published

    Skeleton-Based Human Action Recognition with Global Context-Aware Attention LSTM Networks

    Liu, J., Wang, G., Duan, L.-Y., Abdiyeva, K. & Kot, A. C., 30/04/2018, In: IEEE Transactions on Image Processing. 27, 4, p. 1586-1599 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  5. Published

    Skeleton-Based Online Action Prediction Using Scale Selection Network

    Liu, J., Shahroudy, A., Wang, G., Duan, L.-Y. & Kot, A. C., 1/06/2020, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 42, 6, p. 1453-1467 15 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  6. E-pub ahead of print

    Skeleton-prompt: A cross-dataset transfer learning approach for skeleton action recognition

    Lu, M., Lu, X. & Liu, J., expected on 31/01/2026, In: Pattern Recognition. 169, 111885.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  7. Published

    SMAM: Self and Mutual Adaptive Matching for Skeleton-Based Few-Shot Action Recognition

    Li, Z., Gong, X., Song, R., Duan, P., Liu, J. & Zhang, W., 31/12/2023, In: IEEE Transactions on Image Processing. 32, p. 392-402 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  8. Published

    Spatio-temporal LSTM with trust gates for 3D human action recognition

    Liu, J., Shahroudy, A., Xu, D. & Wang, G., 17/09/2016, Computer Vision – ECCV 2016. Springer, Cham, p. 816-833 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  9. Published

    SSNet: Scale Selection Network for Online 3D Action Prediction

    Liu, J., Shahroudy, A., Wang, G., Duan, L.-Y. & Kot, A. C., 18/06/2018, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 8349-8358 9 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  10. Published

    SUTD-TrafficQA: A question answering benchmark and an efficient network for video reasoning over traffic events

    Xu, L., Huang, H. & Liu, J., 2/11/2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  11. Published

    System-Status-Aware Adaptive Network for Online Streaming Video Understanding

    Foo, L. G., Gong, J., Fan, Z. & Liu, J., 22/08/2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 10514-10523 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2023-June).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  12. Published

    Toward Class-Agnostic Tracking Using Feature Decorrelation in Point Clouds

    Tian, S., Liu, J. & Liu, X., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 682-695 14 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  13. Published

    Towards More Reliable Confidence Estimation

    Qu, H., Foo, L. G., Li, Y. & Liu, J., 1/11/2023, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 45, 11, p. 13152-13169 18 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  14. Published

    Trusted Semi-Supervised Multi-View Classification With Contrastive Learning

    Wang, X., Wang, Y., Wang, Y., Huang, A. & Liu, J., 31/12/2024, In: IEEE Transactions on Multimedia. 26, p. 8268-8278 11 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  15. Published

    UAV-Human: A large benchmark for human behavior understanding with unmanned aerial vehicles

    Li, T., Liu, J., Zhang, W., Ni, Y., Wang, W. & Li, Z., 20/06/2021, 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE, p. 16261 - 16270

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  16. Published

    UAVM '23: 2023 Workshop on UAVs in Multimedia: Capturing the World from a New Perspective

    Zheng, Z., Shi, Y., Wang, T., Liu, J., Fang, J., Wei, Y. & Chua, T.-S., 27/10/2023, Proceedings of the 31th ACM International Conference on Multimedia Workshop. El Saddik, A. (ed.). New York: ACM, p. 9715-9717 3 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  17. Published

    UDT: U-shaped deformable transformer for subarachnoid haemorrhage image segmentation

    Xie, W., Jin, L., Hua, S., Sun, H., Sun, B., Tu, Z. & Liu, J., 30/06/2024, In: CAAI Transactions on Intelligence Technology. 9, 3, p. 756-768 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  18. Published

    Uncertainty Modeling for Out-of-Distribution Generalization

    Li, X., Dai, Y., Ge, Y., Liu, J., Shan, Y. & Duan, L.-Y., 25/04/2022, The Tenth International Conference on Learning Representations (Virtual). ICLR, p. 1-16 16 p.

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  19. Published

    Uncertainty-aware Pedestrian Crossing Prediction via Reinforcement Learning

    Dai, S., Liu, J. & Cheung, N.-M., 31/10/2024, In: IEEE Transactions on Circuits and Systems for Video Technology. 34, 10, p. 9540-9549

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  20. Published

    Unified Prompt Attack Against Text-to-Image Generation Models

    Peng, D., Ke, Q., Huang, M. H., Hu, P. & Liu, J., 30/06/2025, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 47, 6, p. 4816-4834 19 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  21. Published

    Unlearnable Examples Detection via Iterative Filtering

    Yu, Y., Zheng, Q., Yang, S., Yang, W., Liu, J., Lu, S., Tan, Y. P., Lam, K. Y. & Kot, A., 18/09/2024, Artificial Neural Networks and Machine Learning – ICANN 2024 - 33rd International Conference on Artificial Neural Networks, Proceedings. Wand, M., Malinovská, K., Schmidhuber, J. & Tetko, I. V. (eds.). Cham: Springer Science and Business Media Deutschland GmbH, p. 241-256 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 15025 LNCS).

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

  22. E-pub ahead of print

    Unpaired 3D Shape-to-Shape Translation via Gradient-Guided Triplane Diffusion

    Zhang, W., Rahmani, H. & Liu, J., 28/01/2025, (E-pub ahead of print) In: IEEE Transactions on Visualization and Computer Graphics. 13 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  23. Published

    Unsupervised Domain Adaptation via Domain-Adaptive Diffusion

    Peng, D., Ke, Q., Ambikapathi, A., Yazici, Y., Lei, Y. & Liu, J., 31/12/2024, In: IEEE Transactions on Image Processing. 33, p. 4245-4260 16 p.

    Research output: Contribution to Journal/Magazine › Journal article › peer-review

  24. Published

    Veri-wild: A large dataset and a new method for vehicle re-identification in the wild

    Lou, Y., Bai, Y., Liu, J., Wang, S. & Duan, L., 15/06/2019, Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. IEEE, p. 3230-3238

    Research output: Contribution in Book/Report/Proceedings - With ISBN/ISSN › Conference contribution/Paper › peer-review

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