Jianbo Jiao

Dr.

Accepting PhD Students

PhD projects

Computer Vision
Machine Learning

20142024

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  • 2024

    Bridging the Gap: Cross-modal Knowledge Driven Network for Radiology Report Generation

    Kang, B., Zhang, Y., Xiong, Y., Jia, X., Jiao, J. & Li, J., 18 Jan 2024, 2023 IEEE International Conference on Bioinformatics and Biomedicine (BIBM). Jiang, X., Wang, H., Alhajj, R., Hu, X., Engel, F., Mahmud, M., Pisanti, N., Cui, X. & Song, H. (eds.). IEEE, p. 1202-1209 8 p. 10385967. (IEEE International Conference on Bioinformatics and Biomedicine (BIBM)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    1 Downloads (Pure)
  • CL-MVSNet: Unsupervised Multi-view Stereo with Dual-level Contrastive Learning

    Xiong, K., Peng, R., Zhang, Z., Feng, T., Jiao, J., Gao, F. & Wang, R., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 3746-3757 12 p. 10376500. (International Conference on Computer Vision (ICCV)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    2 Downloads (Pure)
  • CoinSeg: Contrast Inter- and Intra- Class Representations for Incremental Segmentation

    Zhang, Z., Gao, G., Jiao, J., Liu, C. H. & Wei, Y., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 843-853 11 p. 10378563. (International Conference on Computer Vision (ICCV)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Diffuse3D: Wide-Angle 3D Photography via Bilateral Diffusion

    Jiang, Y., Zhou, Y., Liang, Y., Liu, W., Jiao, J., Quan, Y. & He, S., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 8964-8974 11 p. 10376874. (International Conference on Computer Vision (ICCV)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • Multi-view Self-supervised Disentanglement for General Image Denoising

    Chen, H., Qu, C., Zhang, Y., Chen, C. & Jiao, J., 15 Jan 2024, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, p. 12247-12257 11 p. 10377551. (International Conference on Computer Vision (ICCV)).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
  • 2023

    A Kernel Density Estimation Based Quality Metric for Quality Assessment of Obstetric Ultrasound Video

    Kwon, J., Jiao, J., Self, A., Alison Noble, J. & Papageorghiou, A., 31 Jul 2023, Trustworthy Machine Learning for Healthcare: First International Workshop, TML4H 2023, Virtual Event, May 4, 2023, Proceedings. Chen, H. & Luo, L. (eds.). 1 ed. Springer, p. 134-146 13 p. (Lecture Notes in Computer Science; vol. 13932).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Anatomy-Aware Contrastive Representation Learning for Fetal Ultrasound

    Fu, Z., Jiao, J., Yasrab, R., Drukker, L., Papageorghiou, A. T. & Noble, J. A., 18 Feb 2023, ECCV 2022: Computer Vision – ECCV 2022 Workshops: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part III. Karlinsky, L., Michaeli, T. & Nishino, K. (eds.). 1 ed. Cham: Springer, Vol. 2022. p. 422-436 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13803 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • Cali-NCE: Boosting Cross-modal Video Representation Learning with Calibrated Alignment

    Zhao, N., Jiao, J., Xie, W. & Lin, D., 14 Aug 2023, 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops (CVPRW). IEEE, p. 6317-6327 11 p. 10209009. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition workshops).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
  • 2022

    Mining Unseen Classes via Regional Objectness: A Simple Baseline for Incremental Segmentation

    Zhang, Z., Gao, G., Fang, Z., Jiao, J. & Wei, Y., 29 Nov 2022, Advances in Neural Information Processing Systems 35: 36th Conference on Neural Information Processing Systems, NeurIPS 2022. Koyejo, S., Mohamed, S., Agarwal, A., Belgrave, D., Cho, K. & Oh, A. (eds.). NIPS, (Advances in Neural Information Processing Systems; vol. 35).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Scene context-aware salient object detection

    Siris, A., Jiao, J., Tam, G. K. L., Xie, X. & Lau, R. W. H., 28 Feb 2022, 2021 IEEE/CVF International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 4136-4146 11 p. (IEEE International Conference on Computer Vision. Proceedings).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    1 Citation (Scopus)
  • 2021

    Quantised transforming auto-encoders: achieving equivariance to arbitrary transformations in deep networks

    Jiao, J. & Henriques, J. F., 25 Nov 2021, The 32nd British Machine Vision Conference proceedings .

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    29 Downloads (Pure)
  • Revitalizing CNN attentions via transformers in self-supervised visual representation learning

    Ge, C., Liang, Y., Song, Y., Jiao, J., Wang, J. & Luo, P., 11 Oct 2021, Advances in Neural Information Processing Systems 34 (NeurIPS 2021). Ranzato, MA., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). NeurIPS, p. 4193-4206 14 p. (Advances in Neural Information Processing Systems; vol. 34).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    Open Access
    File
    13 Downloads (Pure)
  • 2020

    Cross-Task Representation Learning for Anatomical Landmark Detection

    Fu, Z., Jiao, J., Suttie, M. & Noble, J. A., 2020, Machine Learning in Medical Imaging - 11th International Workshop, MLMI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Liu, M., Lian, C., Yan, P. & Cao, X. (eds.). Springer, p. 583-592 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12436 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Differentiating Operator Skill During Routine Fetal Ultrasound Scanning Using Probe Motion Tracking

    Wang, Y., Droste, R., Jiao, J., Sharma, H., Drukker, L., Papageorghiou, A. T. & Noble, J. A., 2020, Medical Ultrasound, and Preterm, Perinatal and Paediatric Image Analysis - 1st International Workshop, ASMUS 2020, and 5th International Workshop, PIPPI 2020, Held in Conjunction with MICCAI 2020, Proceedings. Hu, Y., Licandro, R., Noble, J. A., Hutter, J., Melbourne, A., Aylward, S., Abaci Turk, E., Torrents Barrena, J. & Torrents Barrena, J. (eds.). Springer, p. 180-188 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12437 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    8 Citations (Scopus)
  • FormNet: Formatted Learning for Image Restoration

    Jiao, J., Tu, W-C., Liu, D., He, S., Rynson, W. H. LAU. & Huang, T. S., 2020, IEEE Transactions on Image Processing.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Self-Supervised Contrastive Video-Speech Representation Learning for Ultrasound

    Jiao, J., Cai, Y., Alsharid, M., Drukker, L., Papageorghiou, A. T. & Noble, J. A., 2020, Medical Image Computing and Computer Assisted Intervention – MICCAI 2020 - 23rd International Conference, Proceedings. Martel, A. L., Abolmaesumi, P., Stoyanov, D., Mateus, D., Zuluaga, M. A., Zhou, S. K., Racoceanu, D. & Joskowicz, L. (eds.). Springer, p. 534-543 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12263 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    6 Citations (Scopus)
  • Self-Supervised Representation Learning for Ultrasound Video

    Jiao, J., Droste, R., Drukker, L., Papageorghiou, A. & Noble, J. A., 2020, IEEE International Symposium on Biomedical Imaging.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Self-Supervised Representation Learning for Ultrasound Video

    Jiao, J., Droste, R., Drukker, L., Papageorghiou, A. T. & Noble, J. A., Apr 2020, ISBI 2020 - 2020 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society Press, p. 1847-1850 4 p. 9098666. (Proceedings - International Symposium on Biomedical Imaging; vol. 2020-April).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    17 Citations (Scopus)
  • Self-supervised Video Representation Learning by Pace Prediction

    Wang, J., Jiao, J. & Liu, Y. H., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer, p. 504-521 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12362 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    38 Citations (Scopus)
  • Tactile Sketch Saliency

    Jiao, J., Cao, Y., Lau, M. & Lau, R., 12 Oct 2020, MM 2020 - Proceedings of the 28th ACM International Conference on Multimedia. Association for Computing Machinery , p. 3072-3080 9 p. ( Proceedings of the ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • Unified Image and Video Saliency Modeling

    Droste, R., Jiao, J. & Noble, J. A., 2020, Computer Vision – ECCV 2020 - 16th European Conference, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J-M. (eds.). Springer, p. 419-435 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12350 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    21 Citations (Scopus)
  • Unified Image and Video Saliency Modeling

    Droste, R., Jiao, J. & Noble, J. A., 2020, European Conference on Computer Vision.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • When AWGN-based denoiser meets real noises

    Zhou, Y., Jiao, J., Huang, H., Wang, Y., Wang, J., Shi, H. & Huang, T., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI Press, p. 13074-13081 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Citations (Scopus)
  • 2019

    Adaptation strategies for applying awgn-based denoiser to realistic noise

    Zhou, Y., Jiao, J., Huang, H., Wang, J. & Huang, T., 2019, 33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019. AAAI Press, p. 10085-10086 2 p. (33rd AAAI Conference on Artificial Intelligence, AAAI 2019, 31st Innovative Applications of Artificial Intelligence Conference, IAAI 2019 and the 9th AAAI Symposium on Educational Advances in Artificial Intelligence, EAAI 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    3 Citations (Scopus)
  • Anatomy-Aware Self-supervised Fetal MRI Synthesis from Unpaired Ultrasound Images

    Jiao, J., Namburete, A. I. L., Papageorghiou, A. T. & Noble, J. A., 2019, Machine Learning in Medical Imaging - 10th International Workshop, MLMI 2019, Held in Conjunction with MICCAI 2019, Proceedings. Suk, H-I., Liu, M., Lian, C. & Yan, P. (eds.). Springer Vieweg, p. 178-186 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11861 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    2 Citations (Scopus)
  • A Novel Framework for 3D-2D Vertebra Matching

    Yu, H., Fu, Y., Yu, H., Wei, Y., Wang, X., Jiao, J., Bramlet, M., Kesavadas, T., Shi, H., Wang, Z., Wen, B. & Huang, T., 22 Apr 2019, Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019. Institute of Electrical and Electronics Engineers (IEEE), p. 121-126 6 p. 8695312. (Proceedings - 2nd International Conference on Multimedia Information Processing and Retrieval, MIPR 2019).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    7 Citations (Scopus)
  • Geometry-aware distillation for indoor semantic segmentation

    Jiao, J., Wei, Y., Jie, Z., Shi, H., Lau, R. & Huang, T. S., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society Press, p. 2864-2873 10 p. 8954087. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    54 Citations (Scopus)
  • Ground-aware point cloud semantic segmentation for autonomous driving

    Wu, J., Jiao, J., Yang, Q., Zha, Z. J. & Chen, X., 15 Oct 2019, MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia. Association for Computing Machinery , p. 971-979 9 p. (MM 2019 - Proceedings of the 27th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    10 Citations (Scopus)
  • Self-supervised spatio-temporal representation learning for videos by predicting motion and appearance statistics

    Wang, J., Jiao, J., Bao, L., He, S., Liu, Y. & Liu, W., Jun 2019, 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR). IEEE Computer Society Press, p. 4001-4010 10 p. 8953808. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    66 Citations (Scopus)
  • 2018

    Look deeper into depth: monocular depth estimation with semantic booster and attention-driven loss

    Jiao, J., Cao, Y., Song, Y. & Lau, R., 7 Oct 2018, Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part XV. Weiss, Y., Ferrari, V., Sminchisescu, C. & Hebert, M. (eds.). 1 ed. Springer, p. 55-71 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11219).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    129 Citations (Scopus)
  • Task-driven webpage saliency

    Zheng, Q., Jiao, J., Cao, Y. & Lau, R. W. H., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Weiss, Y. & Hebert, M. (eds.). Springer Verlag, p. 300-316 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11218 LNCS).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Citations (Scopus)
  • 2017

    A hand pose tracking benchmark from stereo matching

    Zhang, J., Jiao, J., Chen, M., Qu, L., Xiaobin, XU. & Yang, Q., Sept 2017, 2017 IEEE International Conference on Image Processing, ICIP 2017 - Proceedings.

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • Delving into Salient Object Subitizing and Detection

    He, S., Jiao, J., Zhang, X., Han, G. & Lau, R. W. H., 25 Dec 2017, 2017 IEEE International Conference on Computer Vision (ICCV). Institute of Electrical and Electronics Engineers (IEEE), p. 1059-1067 9 p. 8237382. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    42 Citations (Scopus)
  • FormResNet: Formatted Residual Learning for Image Restoration

    Jiao, J., Tu, W-C., He, S. & Rynson, W. H. LAU., Jul 2017, Proceedings : 30th IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW 2017).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

  • 2014

    Cost-volume filtering-based stereo matching with improved matching cost and secondary refinement

    Jiao, J., Wang, R., Wang, W., Dong, S., Wang, Z. & Gao, W., 8 Sept 2014, 2014 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 6 p. 6890201. (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Report/Conference proceedingConference contribution

    5 Citations (Scopus)