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Prof Linlin Shen

Visiting Professor in Computer Science

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  • 2022

    Point Beyond Class: A Benchmark for Weakly Semi-supervised Abnormality Localization in Chest X-Rays

    Ji, H., Liu, H., Li, Y., Xie, J., He, N., Huang, Y., Wei, D., Chen, X., Shen, L. & Zheng, Y., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 249-260 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13433 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • RamGAN: Region Attentive Morphing GAN for Region-Level Makeup Transfer

    Xiang, J., Chen, J., Liu, W., Hou, X. & Shen, L., 2022, Computer Vision – ECCV 2022 - 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (eds.). Springer Science and Business Media Deutschland GmbH, p. 719-735 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13682 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)

  • Sample Hardness Based Gradient Loss for Long-Tailed Cervical Cell Detection

    Liu, M., Li, X., Gao, X., Chen, J., Shen, L. & Wu, H., 2022, Medical Image Computing and Computer Assisted Intervention – MICCAI 2022 - 25th International Conference, Proceedings. Wang, L., Dou, Q., Fletcher, P. T., Speidel, S. & Li, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 109-119 11 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13432 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Scene Consistency Representation Learning for Video Scene Segmentation

    Wu, H., Chen, K., Luo, Y., Qiao, R., Ren, B., Liu, H., Xie, W. & Shen, L., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2022. IEEE Computer Society, p. 14001-14010 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2022-June).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Citations (Scopus)

  • Talk2Face: A Unified Sequence-based Framework for Diverse Face Generation and Analysis Tasks

    Li, Y., Hou, X., Zhao, Z., Shen, L., Yang, X. & Yan, K., 10 Oct 2022, MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 4594-4604 11 p. (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    4 Citations (Scopus)

  • WaveSNet: Wavelet Integrated Deep Networks for Image Segmentation

    Li, Q. & Shen, L., 2022, Pattern Recognition and Computer Vision - 5th Chinese Conference, PRCV 2022, Proceedings. Yu, S., Zhang, J., Zhang, Z., Tan, T., Yuen, P. C., Guo, Y., Han, J. & Lai, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 325-337 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 13537 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    16 Citations (Scopus)

  • Which One is Better? Self-supervised Temporal Coherence Learning for Skeleton Based Action Recognition

    Wu, B., Wu, M., Ji, H. & Shen, L., 2022, 2022 IEEE International Joint Conference on Biometrics, IJCB 2022. Institute of Electrical and Electronics Engineers Inc., (2022 IEEE International Joint Conference on Biometrics, IJCB 2022).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • 2021

    A Coarse Feature Reuse Deep Neural Network for CXR Lesion Detection

    Yang, X., Li, X., Shen, L., Cao, M. & Zhou, C., 2021, Proceedings - 11th International Conference on Information Technology in Medicine and Education, ITME 2021. Institute of Electrical and Electronics Engineers Inc., p. 307-313 7 p. (Proceedings - 11th International Conference on Information Technology in Medicine and Education, ITME 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • A Contrastive Learning-based PPC-UNet for Colorectal Histopathology Whole Slide Image Segmentation

    Wang, Y., Li, X., Liu, J., Shen, L., Sun, K. & Wang, S., 2021, Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021. Huang, Y., Kurgan, L., Luo, F., Hu, X. T., Chen, Y., Dougherty, E., Kloczkowski, A. & Li, Y. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 2072-2079 8 p. (Proceedings - 2021 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • Adversarial Defence by Diversified Simultaneous Training of Deep Ensembles

    Huang, B., Ke, Z., Wang, Y., Wang, W., Shen, L. & Liu, F., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 7823-7831 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 9A).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    17 Citations (Scopus)

  • Backbone Based Feature Enhancement for Object Detection

    Ji, H., Lu, W. & Shen, L., 2021, Computer Vision – ACCV 2020 - 15th Asian Conference on Computer Vision, 2020, Revised Selected Papers. Ishikawa, H., Liu, C.-L., Pajdla, T. & Shi, J. (eds.). Springer Science and Business Media Deutschland GmbH, p. 56-70 15 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12624 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Cervical Cell Detection Benchmark with Effective Feature Representation

    Zhang, M. & Shen, L., 2021, Cognitive Systems and Signal Processing - 5th International Conference, ICCSIP 2020, Revised Selected Papers. Sun, F., Liu, H. & Fang, B. (eds.). Springer Science and Business Media Deutschland GmbH, p. 402-413 12 p. (Communications in Computer and Information Science; vol. 1397 CCIS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Classification and localization consistency regularized student-teacher network for semi-supervised cervical cell detection

    Zhang, M., Li, X. & Shen, L., Jun 2021, Proceedings - 2021 IEEE 34th International Symposium on Computer-Based Medical Systems, CBMS 2021. Almeida, J. R., Gonzalez, A. R., Shen, L., Kane, B., Traina, A., Soda, P. & Oliveira, J. L. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 289-294 6 p. 9474764. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2021-June).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Context Aware 3D UNet for Brain Tumor Segmentation

    Ahmad, P., Qamar, S., Shen, L. & Saeed, A., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 207-218 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12658 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    31 Citations (Scopus)

  • Delving into the Scale Variance Problem in Object Detection

    Chen, J., Zhao, X. & Shen, L., 2021, Proceedings - 2021 IEEE 33rd International Conference on Tools with Artificial Intelligence, ICTAI 2021. IEEE Computer Society, p. 902-909 8 p. (Proceedings - International Conference on Tools with Artificial Intelligence, ICTAI; vol. 2021-November).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • FS-Net: Fast Shape-based Network for Category-Level 6D Object Pose Estimation with Decoupled Rotation Mechanism

    Chen, W., Jia, X., Chang, H. J., Duan, J., Shen, L. & Leonardis, A., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 1581-1590 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    149 Citations (Scopus)

  • GazeFlow: Gaze Redirection with Normalizing Flows

    Wu, Y., Liang, H., Hou, X. & Shen, L., 18 Jul 2021, IJCNN 2021 - International Joint Conference on Neural Networks, Proceedings. Institute of Electrical and Electronics Engineers Inc., (Proceedings of the International Joint Conference on Neural Networks; vol. 2021-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Group-wise Inhibition based Feature Regularization for Robust Classification

    Liu, H., Wu, H., Xie, W., Liu, F. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 468-476 9 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    11 Citations (Scopus)

  • High Quality Facial Data Synthesis and Fusion for 3D Low-quality Face Recognition

    Lin, S., Jiang, C., Liu, F. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484339. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    16 Citations (Scopus)

  • HI-Net: Hyperdense Inception 3D UNet for Brain Tumor Segmentation

    Qamar, S., Ahmad, P. & Shen, L., 2021, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction with MICCAI 2020, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 50-57 8 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12659 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    21 Citations (Scopus)

  • Imperceptible adversarial attack with entropy feature and segmentation-based constraint

    Li, R., Lin, Q., Fu, Y., Xie, W. & Shen, L., 15 Oct 2021, ICCPR 2021 - Proceedings of 2021 10th International Conference on Computing and Pattern Recognition. Association for Computing Machinery, p. 12-17 6 p. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Multi-scale Attention-Based Feature Pyramid Networks for Object Detection

    Zhao, X., Chen, J., Liu, M., Ye, K. & Shen, L., 2021, Image and Graphics - 11th International Conference, ICIG 2021, Proceedings. Peng, Y., Hu, S.-M., Gabbouj, M., Zhou, K., Elad, M. & Xu, K. (eds.). Springer Science and Business Media Deutschland GmbH, p. 405-417 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12888 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • One-Class Face Anti-spoofing Based on Attention Auto-encoder

    Huang, X., Xia, J. & Shen, L., 2021, Biometric Recognition - 15th Chinese Conference, CCBR 2021, Proceedings. Feng, J., Zhang, J., Liu, M. & Fang, Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 365-373 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12878 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    5 Citations (Scopus)

  • Online Refinement of Low-level Feature Based Activation Map for Weakly Supervised Object Localization

    Xie, J., Luo, C., Zhu, X., Jin, Z., Lu, W. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 132-141 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    62 Citations (Scopus)

  • Personality Recognition by Modelling Person-specific Cognitive Processes using Graph Representation

    Shao, Z., Song, S., Jaiswal, S., Shen, L., Valstar, M. & Gunes, H., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 357-366 10 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    32 Citations (Scopus)

  • PointFace: Point Set Based Feature Learning for 3D Face Recognition

    Jiang, C., Lin, S., Chen, W., Liu, F. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484368. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    17 Citations (Scopus)

  • RamFace: Race Adaptive Margin Based Face Recognition for Racial Bias Mitigation

    Yang, Z., Zhu, X., Jiang, C., Liu, W. & Shen, L., 4 Aug 2021, 2021 IEEE International Joint Conference on Biometrics, IJCB 2021. Institute of Electrical and Electronics Engineers Inc., 9484352. (2021 IEEE International Joint Conference on Biometrics, IJCB 2021).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    10 Citations (Scopus)

  • Selective Multi-scale Learning for Object Detection

    Chen, J., Lu, W. & Shen, L., 2021, Artificial Neural Networks and Machine Learning – ICANN 2021 - 30th International Conference on Artificial Neural Networks, Proceedings. Farkaš, I., Masulli, P., Otte, S. & Wermter, S. (eds.). Springer Science and Business Media Deutschland GmbH, p. 3-14 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12892 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    2 Citations (Scopus)

  • Self-attention based Text Knowledge Mining for Text Detection

    Wan, Q., Ji, H. & Shen, L., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 5979-5988 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    46 Citations (Scopus)

  • SSFlow: Style-guided Neural Spline Flows for Face Image Manipulation

    Liang, H., Hou, X. & Shen, L., 17 Oct 2021, MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia. Association for Computing Machinery, Inc, p. 79-87 9 p. (MM 2021 - Proceedings of the 29th ACM International Conference on Multimedia).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Translate the Facial Regions You Like Using Self-Adaptive Region Translation

    Liu, W., Chen, W., Yang, Z. & Shen, L., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 2180-2188 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 3A).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    8 Citations (Scopus)
  • 2020

    Analyzing facial temporal patterns for face anti-spoofing

    Xia, J., Song, S., Tang, Y. & Shen, L., 30 Oct 2020, ICCPR 2020 - Proceedings of 2020 9th International Conference on Computing and Pattern Recognition. Association for Computing Machinery, p. 200-207 8 p. 3437404. (ACM International Conference Proceeding Series).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Automatic primary gross tumor volume segmentation for nasopharyngeal carcinoma using ResSE-UNet

    Jin, Z., Li, X. C., Shen, L., Lang, J., Li, J., Wu, J., Xu, P. & Duan, J., Jul 2020, Proceedings - 2020 IEEE 33rd International Symposium on Computer-Based Medical Systems, CBMS 2020. de Herrera, A. G. S., Rodriguez Gonzalez, A., Santosh, K., Temesgen, Z., Kane, B. & Soda, P. (eds.). Institute of Electrical and Electronics Engineers Inc., p. 585-590 6 p. 9183362. (Proceedings - IEEE Symposium on Computer-Based Medical Systems; vol. 2020-July).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    7 Citations (Scopus)

  • Clustering-Based Adaptive Dropout for CNN-Based Classification

    Wen, Z., Ke, Z., Xie, W. & Shen, L., 2020, Pattern Recognition - 5th Asian Conference, ACPR 2019, Revised Selected Papers. Palaiahnakote, S., Sanniti di Baja, G., Wang, L. & Yan, W. Q. (eds.). Springer, p. 46-58 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12046 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • CycleGAN-Based Image Translation for Near-Infrared Camera-Trap Image Recognition

    Gao, R., Zheng, S., He, J. & Shen, L., 2020, Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Proceedings. Lu, Y., Vincent, N., Yuen, P. C., Zheng, W.-S., Cheriet, F. & Suen, C. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 453-464 12 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12068 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    1 Citation (Scopus)

  • Feature embedding based text instance grouping for largely spaced and occluded text detection

    Gao, P., Wan, Q., Gao, R. W. & Shen, L. L., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1709-1716 8 p. 9412943. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Feature map masking based single-stage face detection

    Zhang, X., Chen, J., Xie, W. & Shen, L., 28 Sept 2020, IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics. Institute of Electrical and Electronics Engineers Inc., 9304927. (IJCB 2020 - IEEE/IAPR International Joint Conference on Biometrics).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Geometry Constrained Weakly Supervised Object Localization

    Lu, W., Jia, X., Xie, W., Shen, L., Zhou, Y. & Duan, J., 2020, Computer Vision – ECCV 2020 - 16th European Conference, 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 481-496 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12371 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    57 Citations (Scopus)

  • Group-wise dynamic dropout based on latent semantic variations

    Ke, Z., Wen, Z., Xie, W., Wang, Y. & Shen, L., 2020, AAAI 2020 - 34th AAAI Conference on Artificial Intelligence. AAAI Press, p. 11229-11236 8 p. (AAAI 2020 - 34th AAAI Conference on Artificial Intelligence).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    6 Citations (Scopus)

  • Group-wise feature orthogonalization and suppression for GAN based facial attribute translation

    Wen, Z., Wu, H., Xie, W. & Shen, L., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 3767-3774 8 p. 9412434. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    3 Citations (Scopus)

  • Hybrid labels for brain tumor segmentation

    Ahmad, P., Qamar, S., Hashemi, S. R. & Shen, L., 2020, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 5th International Workshop, BrainLes 2019, Held in Conjunction with MICCAI 2019, Revised Selected Papers. Crimi, A. & Bakas, S. (eds.). Springer, p. 158-166 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11993 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)

  • Instance-Aware Self-supervised Learning for Nuclei Segmentation

    Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & Zheng, Y., 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 Science and Business Media Deutschland GmbH, p. 341-350 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    47 Citations (Scopus)

  • MI$$^2$$ GAN: Generative Adversarial Network for Medical Image Domain Adaptation Using Mutual Information Constraint

    Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & Zheng, Y., 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 Science and Business Media Deutschland GmbH, p. 516-525 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12262 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    18 Citations (Scopus)

  • One-stage multi-task detector for 3D cardiac MR imaging

    Lu, W., Jia, X., Chen, W., Savioli, N., de Marvao, A., Shen, L., O'Regan, D. & Duan, J., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1949-1955 7 p. 9412087. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • Pose-aware multi-feature fusion network for driver distraction recognition

    Wu, M., Zhang, X., Shen, L. & Yu, H., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1228-1235 8 p. 9413337. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    14 Citations (Scopus)

  • Satgan: Augmenting age biased dataset for cross-age face recognition

    Liu, W., Chen, W., Zhu, Y. & Shen, L., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1368-1375 8 p. 9412084. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    2 Citations (Scopus)

  • Self-Supervised CycleGAN for Object-Preserving Image-to-Image Domain Adaptation

    Xie, X., Chen, J., Li, Y., Shen, L., Ma, K. & Zheng, Y., 2020, Computer Vision – ECCV 2020 - 16th European Conference 2020, Proceedings. Vedaldi, A., Bischof, H., Brox, T. & Frahm, J.-M. (eds.). Springer Science and Business Media Deutschland GmbH, p. 498-513 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12365 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    23 Citations (Scopus)

  • Self-supervised learning of dynamic representations for static images

    Song, S., Sanchez, E., Shen, L. & Valstar, M., 2020, Proceedings of ICPR 2020 - 25th International Conference on Pattern Recognition. Institute of Electrical and Electronics Engineers Inc., p. 1619-1626 8 p. 9412942. (Proceedings - International Conference on Pattern Recognition).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    8 Citations (Scopus)

  • Split and Merge: Component Based Segmentation Network for Text Detection

    Gao, P., Wan, Q. & Shen, L., 2020, Pattern Recognition and Artificial Intelligence - International Conference, ICPRAI 2020, Proceedings. Lu, Y., Vincent, N., Yuen, P. C., Zheng, W.-S., Cheriet, F. & Suen, C. Y. (eds.). Springer Science and Business Media Deutschland GmbH, p. 14-27 14 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12068 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

  • TR-GAN: Topology Ranking GAN with Triplet Loss for Retinal Artery/Vein Classification

    Chen, W., Yu, S., Wu, J., Ma, K., Bian, C., Chu, C., Shen, L. & Zheng, Y., 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 Science and Business Media Deutschland GmbH, p. 616-625 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12265 LNCS).

    Research output: Chapter in Book/Conference proceeding › Conference contribution › peer-review

    Open Access
    29 Citations (Scopus)