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Prof Linlin Shen

Visiting Professor in Computer Science

Calculated based on number of publications stored in Pure and citations from Scopus
20012025

Research activity per year

Search results

  • 2019

    Adversarial Feature Distillation for Facial Expression Recognition

    Bai, M., Jia, X., Xie, W. & Shen, L., 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer Verlag, p. 80-92 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11672 LNAI).

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

  • Binary sparse signal recovery algorithms based on logic observation

    Hu, X. L., Wen, J., Lai, Z., Wong, W. K. & Shen, L., Jun 2019, In: Pattern Recognition. 90, p. 147-160 14 p.

    Research output: Journal Publication › Article › peer-review

    9 Citations (Scopus)

  • Bladder cancer multi-class segmentation in MRI with pyramid-in-pyramid network

    Liu, J., Liu, L., Xu, B., Hou, X., Liu, B., Chen, X., Shen, L. & Qiu, G., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 28-31 4 p. 8759422. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    22 Citations (Scopus)

  • Deep learning based early stage diabetic retinopathy detection using optical coherence tomography

    Li, X., Shen, L., Shen, M., Tan, F. & Qiu, C. S., 5 Dec 2019, In: Neurocomputing. 369, p. 134-144 11 p.

    Research output: Journal Publication › Article › peer-review

    83 Citations (Scopus)

  • DEEPPOREID: An Effective Pore Representation Descriptor in Direct Pore Matching

    Zhao, Y., Liu, G., Liu, F., Shen, L. & Li, Q., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 1690-1694 5 p. 8803128. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    6 Citations (Scopus)

  • Diabetic Retinopathy Grade and Macular Edema Risk Classification Using Convolutional Neural Networks

    He, J., Shen, L., Ai, X. & Li, X., Jul 2019, 2019 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2019. Institute of Electrical and Electronics Engineers Inc., p. 463-466 4 p. 8942426. (2019 IEEE International Conference on Power, Intelligent Computing and Systems, ICPICS 2019).

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

    17 Citations (Scopus)

  • Disentangled Feature Based Adversarial Learning for Facial Expression Recognition

    Bai, M., Xie, W. & Shen, L., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 31-35 5 p. 8802941. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    16 Citations (Scopus)

  • Dynamic facial models for video-based dimensional affect estimation

    Song, S., Sanchez-Lozano, E., Tellamekala, M. K., Shen, L., Johnston, A. & Valstar, M., Oct 2019, Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019. Institute of Electrical and Electronics Engineers Inc., p. 1608-1617 10 p. 9022266. (Proceedings - 2019 International Conference on Computer Vision Workshop, ICCVW 2019).

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

    Open Access
    20 Citations (Scopus)

  • Face Analysis for Coronary Heart Disease Diagnosis

    Lin, S., Zhuang, X., Huang, S., Liu, Y., Shen, L. & Liao, X., Oct 2019, Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. Li, Q. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 8966020. (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019).

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

    4 Citations (Scopus)

  • Fine-grained apparel image recognition based on deep learning

    He, J., Jia, X., Li, J., Yu, S. & Shen, L., 2019, Artificial Intelligence on Fashion and Textiles - Proceedings of the Artificial Intelligence on Fashion and Textiles AIFT Conference 2018. Wong, W. K. (ed.). Springer Verlag, p. 171-178 8 p. (Advances in Intelligent Systems and Computing; vol. 849).

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

    1 Citation (Scopus)

  • Generalized Robust Regression for Jointly Sparse Subspace Learning

    Lai, Z., Mo, D., Wen, J., Shen, L. & Wong, W. K., Mar 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 3, p. 756-772 17 p., 8307183.

    Research output: Journal Publication › Article › peer-review

    Open Access
    60 Citations (Scopus)

  • HEp-Net: a smaller and better deep-learning network for HEp-2 cell classification

    Li, Y. & Shen, L., 4 May 2019, In: Computer Methods in Biomechanics and Biomedical Engineering: Imaging and Visualization. 7, 3, p. 266-272 7 p.

    Research output: Journal Publication › Article › peer-review

    18 Citations (Scopus)

  • Hybrid CMOS-Memristive Convolutional computation for on-chip learning

    Zhang, Y., Cui, M., Liu, Y. & Shen, L., 25 Aug 2019, In: Neurocomputing. 355, p. 48-56 9 p.

    Research output: Journal Publication › Article › peer-review

    14 Citations (Scopus)

  • Improved softmax loss for deep learning-based face and expression recognition

    Zhou, J., Jia, X., Shen, L., Wen, Z. & Ming, Z., Dec 2019, In: Cognitive Computation and Systems. 1, 4, p. 97-102 6 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    23 Citations (Scopus)

  • Improving variational autoencoder with deep feature consistent and generative adversarial training

    Hou, X., Sun, K., Shen, L. & Qiu, G., 14 May 2019, In: Neurocomputing. 341, p. 183-194 12 p.

    Research output: Journal Publication › Article › peer-review

    Open Access
    55 Citations (Scopus)

  • Integrating Handcrafted and Deep Features for Optical Coherence Tomography Based Retinal Disease Classification

    Li, X., Shen, L., Shen, M. & Qiu, C. S., 2019, In: IEEE Access. 7, p. 33771-33777 7 p., 8613084.

    Research output: Journal Publication › Article › peer-review

    Open Access
    25 Citations (Scopus)

  • Introspective Gan for Meshface Recognition

    Chen, W., Shen, L. & Lai, Z., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 3472-3476 5 p. 8803594. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    2 Citations (Scopus)

  • Latent Spatial Features Based on Generative Adversarial Networks for Face Anti-spoofing

    Xia, J., Tang, Y., Jia, X., Shen, L. & Lai, Z., 2019, Biometric Recognition - 14th Chinese Conference, CCBR 2019, Proceedings. Sun, Z., He, R., Shan, S., Feng, J. & Guo, Z. (eds.). Springer, p. 240-249 10 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11818 LNCS).

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

    2 Citations (Scopus)

  • Local feature tensor based deep learning for 3D face recognition

    Lin, S., Liu, F., Liu, Y. & Shen, L., May 2019, Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019. Institute of Electrical and Electronics Engineers Inc., 8756616. (Proceedings - 14th IEEE International Conference on Automatic Face and Gesture Recognition, FG 2019).

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

    13 Citations (Scopus)

  • Local Normalization Based BN Layer Pruning

    Liu, Y., Jia, X., Shen, L., Ming, Z. & Duan, J., 2019, Artificial Neural Networks and Machine Learning – ICANN 2019: Deep Learning - 28th International Conference on Artificial Neural Networks, Proceedings. Tetko, I. V., Karpov, P., Theis, F. & Kurková, V. (eds.). Springer Verlag, p. 334-346 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11728 LNCS).

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

    5 Citations (Scopus)

  • Look, investigate, and classify: A deep hybrid attention method for breast cancer classification

    Xu, B., Liu, J., Hou, X., Liu, B., Garibaldi, J., Ellis, I. O., Green, A., Shen, L. & Qiu, G., Apr 2019, ISBI 2019 - 2019 IEEE International Symposium on Biomedical Imaging. IEEE Computer Society, p. 914-918 5 p. 8759454. (Proceedings - International Symposium on Biomedical Imaging; vol. 2019-April).

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

    Open Access
    30 Citations (Scopus)

  • Multi-streams and multi-features for cell classification

    Xie, X., Li, Y., Zhang, M., Wu, Y. & Shen, L., 2019, Lecture Notes in Bioengineering. Springer, p. 95-102 8 p. (Lecture Notes in Bioengineering).

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

    11 Citations (Scopus)

  • Outlier-Suppressed Triplet Loss with Adaptive Class-Aware Margins for Facial Expression Recognition

    Tian, Y., Wen, Z., Xie, W., Zhang, X., Shen, L. & Duan, J., Sept 2019, 2019 IEEE International Conference on Image Processing, ICIP 2019 - Proceedings. IEEE Computer Society, p. 46-50 5 p. 8802918. (Proceedings - International Conference on Image Processing, ICIP; vol. 2019-September).

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

    10 Citations (Scopus)

  • PNet: An Efficient Network for Pneumonia Detection

    Li, Z., Yu, J., Li, X., Li, Y., Dai, W., Shen, L., Mou, L. & Pu, Z., Oct 2019, Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019. Li, Q. & Wang, L. (eds.). Institute of Electrical and Electronics Engineers Inc., 8965660. (Proceedings - 2019 12th International Congress on Image and Signal Processing, BioMedical Engineering and Informatics, CISP-BMEI 2019).

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

    12 Citations (Scopus)

  • Reverse active learning based atrous DenseNet for pathological image classification

    Li, Y., Xie, X., Shen, L. & Liu, S., 28 Aug 2019, In: BMC Bioinformatics. 20, 1, 445.

    Research output: Journal Publication › Article › peer-review

    Open Access
    34 Citations (Scopus)

  • Robust Locally Discriminant Analysis via Capped Norm

    Lai, Z., Liu, N., Shen, L. & Kong, H., 2019, In: IEEE Access. 7, p. 4641-4652 12 p., 8561275.

    Research output: Journal Publication › Article › peer-review

    Open Access
    9 Citations (Scopus)

  • Robust segmentation of nucleus in histopathology images via mask R-CNN

    Xie, X., Li, Y., Zhang, M. & Shen, L., 2019, Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Revised Selected Papers. Keyvan, F., Crimi, A., Bakas, S., Reyes, M., van Walsum, T. & Kuijf, H. (eds.). Springer Verlag, p. 428-436 9 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11383 LNCS).

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

    18 Citations (Scopus)

  • Sparse deep feature learning for facial expression recognition

    Xie, W., Jia, X., Shen, L. & Yang, M., Dec 2019, In: Pattern Recognition. 96, 106966.

    Research output: Journal Publication › Article › peer-review

    51 Citations (Scopus)

  • Structurally incoherent low-rank 2DLPP for image classification

    Lu, Y., Yuan, C., Li, X., Lai, Z., Zhang, D. & Shen, L., Jun 2019, In: IEEE Transactions on Circuits and Systems for Video Technology. 29, 6, p. 1701-1714 14 p., 8392778.

    Research output: Journal Publication › Article › peer-review

    19 Citations (Scopus)

  • SwitchGAN for multi-domain facial image translation

    Zhu, Y., Bai, M., Shen, L. & Wen, Z., Jul 2019, Proceedings - 2019 IEEE International Conference on Multimedia and Expo, ICME 2019. IEEE Computer Society, p. 1198-1203 6 p. 8784788. (Proceedings - IEEE International Conference on Multimedia and Expo; vol. 2019-July).

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

    6 Citations (Scopus)

  • Texture deformation based generative adversarial networks for multi-domain face editing

    Chen, W., Xie, X., Jia, X. & Shen, L., 2019, PRICAI 2019: Trends in Artificial Intelligence - 16th Pacific Rim International Conference on Artificial Intelligence, Proceedings. Nayak, A. C. & Sharma, A. (eds.). Springer Verlag, p. 257-269 13 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11670 LNAI).

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

    2 Citations (Scopus)

  • UP-CNN: Un-pooling augmented convolutional neural network

    Xu, C., Yang, J., Lai, H., Gao, J., Shen, L. & Yan, S., 1 Mar 2019, In: Pattern Recognition Letters. 119, p. 34-40 7 p.

    Research output: Journal Publication › Article › peer-review

    26 Citations (Scopus)
  • 2020

    3D Neuron Reconstruction in Tangled Neuronal Image with Deep Networks

    Li, Q. & Shen, L., Feb 2020, In: IEEE Transactions on Medical Imaging. 39, 2, p. 425-435 11 p., 8758392.

    Research output: Journal Publication › Article › peer-review

    52 Citations (Scopus)

  • Adaptive Convolution Local and Global Learning for Class-Level Joint Representation of Facial Recognition with a Single Sample per Data Subject

    Yang, M., Wen, W., Wang, X., Shen, L. & Gao, G., 2020, In: IEEE Transactions on Information Forensics and Security. 15, p. 2469-2484 16 p., 8957296.

    Research output: Journal Publication › Article › peer-review

    15 Citations (Scopus)

  • A Multi-Organ Nucleus Segmentation Challenge

    Kumar, N., Verma, R., Anand, D., Zhou, Y., Onder, O. F., Tsougenis, E., Chen, H., Heng, P. A., Li, J., Hu, Z., Wang, Y., Koohbanani, N. A., Jahanifar, M., Tajeddin, N. Z., Gooya, A., Rajpoot, N., Ren, X., Zhou, S., Wang, Q. & Shen, D. & 67 others, Yang, C. K., Weng, C. H., Yu, W. H., Yeh, C. Y., Yang, S., Xu, S., Yeung, P. H., Sun, P., Mahbod, A., Schaefer, G., Ellinger, I., Ecker, R., Smedby, O., Wang, C., Chidester, B., Ton, T. V., Tran, M. T., Ma, J., Do, M. N., Graham, S., Vu, Q. D., Kwak, J. T., Gunda, A., Chunduri, R., Hu, C., Zhou, X., Lotfi, D., Safdari, R., Kascenas, A., O'Neil, A., Eschweiler, D., Stegmaier, J., Cui, Y., Yin, B., Chen, K., Tian, X., Gruening, P., Barth, E., Arbel, E., Remer, I., Ben-Dor, A., Sirazitdinova, E., Kohl, M., Braunewell, S., Li, Y., Xie, X., Shen, L., Ma, J., Baksi, K. D., Khan, M. A., Choo, J., Colomer, A., Naranjo, V., Pei, L., Iftekharuddin, K. M., Roy, K., Bhattacharjee, D., Pedraza, A., Bueno, M. G., Devanathan, S., Radhakrishnan, S., Koduganty, P., Wu, Z., Cai, G., Liu, X., Wang, Y. & Sethi, A., May 2020, In: IEEE Transactions on Medical Imaging. 39, 5, p. 1380-1391 12 p., 8880654.

    Research output: Journal Publication › Article › peer-review

    391 Citations (Scopus)

  • 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)

  • Attention by Selection: A Deep Selective Attention Approach to Breast Cancer Classification

    Xu, B., Liu, J., Hou, X., Liu, B., Garibaldi, J., Ellis, I. O., Green, A., Shen, L. & Qiu, G., Jun 2020, In: IEEE Transactions on Medical Imaging. 39, 6, p. 1930-1941 12 p., 8941117.

    Research output: Journal Publication › Article › peer-review

    63 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)

  • Brain-inspired computing with memristors: Challenges in devices, circuits, and systems

    Zhang, Y., Wang, Z., Zhu, J., Yang, Y., Rao, M., Song, W., Zhuo, Y., Zhang, X., Cui, M., Shen, L., Huang, R. & Joshua Yang, J., 1 Mar 2020, In: Applied Physics Reviews. 7, 1, 011308.

    Research output: Journal Publication › Review article › peer-review

    Open Access
    295 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

    2 Citations (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

  • Fingerprint pore matching using deep features

    Liu, F., Zhao, Y., Liu, G. & Shen, L., Jun 2020, In: Pattern Recognition. 102, 107208.

    Research output: Journal Publication › Article › peer-review

    35 Citations (Scopus)

  • 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

    58 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
    49 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

    19 Citations (Scopus)