Chen Change Loy

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Professor Chen Change Loy

Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
Calculated based on number of publications stored in Pure and citations from Scopus
20082025

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  • 2021

    RETROSPECTIVE CLASS INCREMENTAL LEARNING

    Tao, Q., Loy, C. C., Cai, J., Ge, Z. & See, S., 2021, 2021 IEEE International Conference on Multimedia and Expo, ICME 2021. IEEE Computer Society, (Proceedings - IEEE International Conference on Multimedia and Expo).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    2 Citations (Scopus)

  • Robust Reference-based Super-Resolution via C2-Matching

    Jiang, Y., Chan, K. C. K., Wang, X., Loy, C. C. & Liu, Z., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 2103-2112 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    103 Citations (Scopus)

  • Seesaw Loss for Long-tailed Instance Segmentation

    Wang, J., Zhang, W., Zang, Y., Cao, Y., Pang, J., Gong, T., Chen, K., Liu, Z., Loy, C. C. & Lin, D., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 9690-9699 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    217 Citations (Scopus)

  • Talk-to-Edit: Fine-Grained Facial Editing via Dialog

    Jiang, Y., Huang, Z., Pan, X., Loy, C. C. & Liu, Z., 2021, Proceedings - 2021 IEEE/CVF International Conference on Computer Vision, ICCV 2021. Institute of Electrical and Electronics Engineers Inc., p. 13779-13788 10 p. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    99 Citations (Scopus)

  • Understanding Deformable Alignment in Video Super-Resolution

    Chan, K. C. K., Wang, X., Yu, K., Dong, C. & Loy, C. C., 2021, 35th AAAI Conference on Artificial Intelligence, AAAI 2021. Association for the Advancement of Artificial Intelligence, p. 973-981 9 p. (35th AAAI Conference on Artificial Intelligence, AAAI 2021; vol. 2A).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    130 Citations (Scopus)

  • Unsupervised 3D Shape Completion through GaN Inversion

    Zhang, J., Chen, X., Cai, Z., Pan, L., Zhao, H., Yi, S., Yeo, C. K., Dai, B. & Loy, C. C., 2021, Proceedings - 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2021. IEEE Computer Society, p. 1768-1777 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    125 Citations (Scopus)

  • Unsupervised Object-Level Representation Learning from Scene Images

    Xie, J., Zhan, X., Liu, Z., Ong, Y. S. & Loy, C. C., 2021, Advances in Neural Information Processing Systems 34 - 35th Conference on Neural Information Processing Systems, NeurIPS 2021. Ranzato, M., Beygelzimer, A., Dauphin, Y., Liang, P. S. & Wortman Vaughan, J. (eds.). Neural information processing systems foundation, p. 28864-28876 13 p. (Advances in Neural Information Processing Systems; vol. 34).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    52 Citations (Scopus)
  • 2020

    Exploiting Deep Generative Prior for Versatile Image Restoration and Manipulation

    Pan, X., Zhan, X., Dai, B., Lin, D., Loy, C. C. & Luo, P., 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. 262-277 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12347 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    48 Citations (Scopus)

  • Knowledge Distillation Meets Self-supervision

    Xu, G., Liu, Z., Li, X. & Loy, C. C., 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. 588-604 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12354 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    210 Citations (Scopus)

  • LiteFlowNet3: Resolving Correspondence Ambiguity for More Accurate Optical Flow Estimation

    Hui, T. W. & Loy, C. C., 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. 169-184 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/Report/Conference proceeding › Conference contribution

    73 Citations (Scopus)

  • MEAD: A Large-Scale Audio-Visual Dataset for Emotional Talking-Face Generation

    Wang, K., Wu, Q., Song, L., Yang, Z., Wu, W., Qian, C., He, R., Qiao, Y. & Loy, C. C., 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. 700-717 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12366 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    196 Citations (Scopus)

  • MessyTable: Instance Association in Multiple Camera Views

    Cai, Z., Zhang, J., Ren, D., Yu, C., Zhao, H., Yi, S., Yeo, C. K. & Change Loy, C., 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. 1-16 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12356 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    13 Citations (Scopus)

  • RGB-D Salient Object Detection with Cross-Modality Modulation and Selection

    Li, C., Cong, R., Piao, Y., Xu, Q. & Loy, C. C., 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. 225-241 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12353 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    132 Citations (Scopus)

  • Side-Aware Boundary Localization for More Precise Object Detection

    Wang, J., Zhang, W., Cao, Y., Chen, K., Pang, J., Gong, T., Shi, J., Loy, C. C. & Lin, D., 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. 403-419 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12349 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    138 Citations (Scopus)

  • TSIT: A Simple and Versatile Framework for Image-to-Image Translation

    Jiang, L., Zhang, C., Huang, M., Liu, C., Shi, J. & Loy, C. C., 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. 206-222 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 12348 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    91 Citations (Scopus)
  • 2019

    CARAFE: Content-aware reassembly of features

    Wang, J., Chen, K., Xu, R., Liu, Z., Loy, C. C. & Lin, D., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 3007-3016 10 p. 9010830. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    897 Citations (Scopus)

  • Deep flow-guided video inpainting

    Xu, R., Li, X., Zhou, B. & Loy, C. C., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3718-3727 10 p. 8954458. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    224 Citations (Scopus)

  • Deep network interpolation for continuous imagery effect transition

    Wang, X., Yu, K., Dong, C., Tang, X. & Loy, C. C., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 1692-1701 10 p. 8953362. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    86 Citations (Scopus)

  • Delving deep into hybrid annotations for 3D human recovery in the wild

    Rong, Y., Liu, Z., Li, C., Cao, K. & Loy, C. C., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 5339-5347 9 p. 9009023. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    63 Citations (Scopus)

  • Dense intrinsic appearance flow for human pose transfer

    Li, Y., Huang, C. & Loy, C. C., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 3688-3697 10 p. 8953832. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    171 Citations (Scopus)

  • EDVR: Video restoration with enhanced deformable convolutional networks

    Wang, X., Chan, K. C. K., Yu, K., Dong, C. & Loy, C. C., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 1954-1963 10 p. 9025464. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1045 Citations (Scopus)

  • ESRGAN: Enhanced super-resolution generative adversarial networks

    Wang, X., Yu, K., Wu, S., Gu, J., Liu, Y., Dong, C., Qiao, Y. & Loy, C. C., 2019, Computer Vision – ECCV 2018 Workshops, Proceedings. Leal-Taixé, L. & Roth, S. (eds.). Springer Verlag, p. 63-79 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11133 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    934 Citations (Scopus)

  • Hybrid task cascade for instance segmentation

    Chen, K., Pang, J., Wang, J., Xiong, Y., Li, X., Sun, S., Feng, W., Liu, Z., Shi, J., Ouyang, W., Loy, C. C. & Lin, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 4969-4978 10 p. 8954166. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1222 Citations (Scopus)

  • Instance-level facial attributes transfer with geometry-aware flow

    Yin, W., Liu, Z. & Loy, C. C., 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. 9111-9118 8 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 proceeding › Conference contribution

    Open Access
    26 Citations (Scopus)

  • Learning a unified classifier incrementally via rebalancing

    Hou, S., Pan, X., Loy, C. C., Wang, Z. & Lin, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 831-839 9 p. 8953661. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    1109 Citations (Scopus)

  • Learning lightweight lane detection CNNS by self attention distillation

    Hou, Y., Ma, Z., Liu, C. & Loy, C. C., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 1013-1021 9 p. 9009567. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    687 Citations (Scopus)

  • Learning to cluster faces on an affinity graph

    Yang, L., Zhan, X., Chen, D., Yan, J., Loy, C. C. & Lin, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 2293-2301 9 p. 8954333. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    124 Citations (Scopus)

  • Learning to steer by mimicking features from heterogeneous auxiliary networks

    Hou, Y., Ma, Z., Liu, C. & Loy, C. C., 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. 8433-8440 8 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 proceeding › Conference contribution

    Open Access
    45 Citations (Scopus)

  • NTIRE 2019 challenge on video deblurring: Methods and results

    Nah, S., Timofte, R., Baik, S., Hong, S., Moon, G., Son, S., Lee, K. M., Wang, X., Chan, K. C. K., Yu, K., Dong, C., Loy, C. C., Fan, Y., Yu, J., Liu, D., Huang, T. S., Sim, H., Kim, M., Park, D. & Kim, J. & 25 others, Chun, S. Y., Haris, M., Shakhnarovich, G., Ukita, N., Zamir, S. W., Arora, A., Khan, S., Khan, F. S., Shao, L., Gupta, R. K., Chudasama, V., Patel, H., Upla, K., Fan, H., Li, G., Zhang, Y., Li, X., Zhang, W., He, Q., Purohit, K., Rajagopalan, A. N., Kim, J., Tofighi, M., Guo, T. & Monga, V., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 1974-1984 11 p. 9025548. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    30 Citations (Scopus)

  • NTIRE 2019 challenge on video super-resolution: Methods and results

    Nah, S., Timofte, R., Gu, S., Baik, S., Hong, S., Moon, G., Son, S., Lee, K. M., Wang, X., Chan, K. C. K., Yu, K., Dong, C., Loy, C. C., Fan, Y., Yu, J., Liu, D., Huang, T. S., Liu, X., Li, C. & He, D. & 40 others, DIng, Y., Wen, S., Porikli, F., Kalarot, R., Haris, M., Shakhnarovich, G., Ukita, N., Yi, P., Wang, Z., Jiang, K., Jiang, J., Ma, J., Dong, H., Zhang, X., Hu, Z., Kim, K., Kang, D. U., Chun, S. Y., Purohit, K., Rajagopalan, A. N., Tian, Y., Zhang, Y., Fu, Y., Xu, C., Tekalp, A. M., Yilmaz, M. A., Korkmaz, C., Sharma, M., Makwana, M., Badhwar, A., Singh, A. P., Upadhyay, A., Mukhopadhyay, R., Shukla, A., Khanna, D., Mandal, A. S., Chaudhury, S., Miao, S., Zhu, Y. & Huo, X., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2019. IEEE Computer Society, p. 1985-1995 11 p. 9025527. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    37 Citations (Scopus)

  • Region proposal by guided anchoring

    Wang, J., Chen, K., Yang, S., Loy, C. C. & Lin, D., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 2960-2969 10 p. 8953540. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    615 Citations (Scopus)

  • Robust multi-modality multi-object tracking

    Zhang, W., Zhou, H., Sun, S., Wang, Z., Shi, J. & Loy, C. C., Oct 2019, Proceedings - 2019 International Conference on Computer Vision, ICCV 2019. Institute of Electrical and Electronics Engineers Inc., p. 2365-2374 10 p. 9010755. (Proceedings of the IEEE International Conference on Computer Vision).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    214 Citations (Scopus)

  • Self-supervised learning via conditional motion propagation

    Zhan, X., Pan, X., Liu, Z., Lin, D. & Loy, C. C., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 1881-1889 9 p. 8954463. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    43 Citations (Scopus)

  • Transgaga: Geometry-aware unsupervised image-to-image translation

    Wu, W., Cao, K., Li, C., Qian, C. & Loy, C. C., Jun 2019, Proceedings - 2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2019. IEEE Computer Society, p. 8004-8013 10 p. 8954399. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition; vol. 2019-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    89 Citations (Scopus)
  • 2018

    Aesthetic-driven image enhancement by adversarial learning

    Deng, Y., Loy, C. C. & Tang, X., Oct 15 2018, MM 2018 - Proceedings of the 2018 ACM Multimedia Conference. Association for Computing Machinery, Inc, p. 870-878 9 p. (MM 2018 - Proceedings of the 2018 ACM Multimedia Conference).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    86 Citations (Scopus)

  • Consensus-driven propagation in massive unlabeled data for face recognition

    Zhan, X., Liu, Z., Yan, J., Lin, D. & Loy, C. C., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 576-592 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11213 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Citations (Scopus)

  • Crafting a Toolchain for Image Restoration by Deep Reinforcement Learning

    Yu, K., Dong, C., Lin, L. & Loy, C. C., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 2443-2452 10 p. 8578357. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    184 Citations (Scopus)

  • Fusing Object Context to Detect Functional Area for Cognitive Robots

    Cheng, H., Cai, J., Liu, Q., Zhang, Z., Yang, K., Loy, C. C. & Lin, L., Sept 10 2018, 2018 IEEE International Conference on Robotics and Automation, ICRA 2018. Institute of Electrical and Electronics Engineers Inc., p. 6132-6139 8 p. 8460590. (Proceedings - IEEE International Conference on Robotics and Automation).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

  • Lifelong Learning via Progressive Distillation and Retrospection

    Hou, S., Pan, X., Loy, C. C., Wang, Z. & Lin, D., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 452-467 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11207 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    33 Citations (Scopus)

  • LiteFlowNet: A Lightweight Convolutional Neural Network for Optical Flow Estimation

    Hui, T. W., Tang, X. & Loy, C. C., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 8981-8989 9 p. 8579034. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    728 Citations (Scopus)

  • Merge or not? Learning to group faces via imitation learning

    He, Y., Cao, K., Li, C. & Loy, C. C., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 6902-6909 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    12 Citations (Scopus)

  • Mix-and-match tuning for self-supervised semantic segmentation

    Zhan, X., Liu, Z., Luo, P., Tang, X. & Loy, C. C., 2018, 32nd AAAI Conference on Artificial Intelligence, AAAI 2018. AAAI press, p. 7534-7541 8 p. (32nd AAAI Conference on Artificial Intelligence, AAAI 2018).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    27 Citations (Scopus)

  • NTIRE 2018 challenge on single image super-resolution: Methods and results

    Timofte, R., Gu, S., Wu, J., Van Gool, L., Zhang, L., Yang, M. H., Haris, M., Shakhnarovich, G., Ukita, N., Hu, S., Bei, Y., Hui, Z., Jiang, X., Gu, Y., Liu, J., Wang, Y., Perazzi, F., McWilliams, B., Sorkine-Hornung, A. & Sorkine-Hornung, O. & 82 others, Schroers, C., Yu, J., Fan, Y., Yang, J., Xu, N., Wang, Z., Wang, X., Huang, T. S., Wang, X., Yu, K., Hui, T. W., Dong, C., Lin, L., Loy, C. C., Park, D., Kim, K., Chun, S. Y., Zhang, K., Liu, P., Zuo, W., Guo, S., Liu, J., Xu, J., Liu, Y., Xiong, F., Dong, Y., Bai, H., Damian, A., Ravi, N., Menon, S., Rudin, C., Seo, J., Jeon, T., Koo, J., Jeon, S., Kim, S. Y., Choi, J. S., Ki, S., Seo, S., Sim, H., Kim, S., Kim, M., Chen, R., Zeng, K., Guo, J., Qu, Y., Li, C., Ahn, N., Kang, B., Sohn, K. A., Yuan, Y., Zhang, J., Pang, J., Xu, X., Zhao, Y., Deng, W., Ul Hussain, S., Aadil, M., Rahim, R., Cai, X., Huang, F., Xu, Y., Michelini, P. N., Zhu, D., Liu, H., Kim, J. H., Lee, J. S., Huang, Y., Qiu, M., Jing, L., Zeng, J., Wang, Y., Sharma, M., Mukhopadhyay, R., Upadhyay, A., Koundinya, S., Shukla, A., Chaudhury, S., Zhang, Z., Hu, Y. H., Fu, L. & Gonzalez, J. L., Dec 13 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2018. IEEE Computer Society, p. 965-976 12 p. 8575282. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops; vol. 2018-June).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    267 Citations (Scopus)

  • Optimizing Video Object Detection via a Scale-Time Lattice

    Chen, K., Wang, J., Yang, S., Zhang, X., Xiong, Y., Loy, C. C. & Lin, D., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 7814-7823 10 p. 8578913. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    110 Citations (Scopus)

  • Pose-Robust Face Recognition via Deep Residual Equivariant Mapping

    Cao, K., Rong, Y., Li, C., Tang, X. & Loy, C. C., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 5187-5196 10 p. 8578642. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    154 Citations (Scopus)

  • PSANet: Point-wise spatial attention network for scene parsing

    Zhao, H., Zhang, Y., Liu, S., Shi, J., Loy, C. C., Lin, D. & Jia, J., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 270-286 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11213 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    269 Citations (Scopus)

  • Recovering Realistic Texture in Image Super-Resolution by Deep Spatial Feature Transform

    Wang, X., Yu, K., Dong, C. & Change Loy, C., Dec 14 2018, Proceedings - 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, CVPR 2018. IEEE Computer Society, p. 606-615 10 p. 8578168. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    Open Access
    1028 Citations (Scopus)

  • ReenactGAN: Learning to Reenact Faces via Boundary Transfer

    Wu, W., Zhang, Y., Li, C., Qian, C. & Loy, C. C., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 622-638 17 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11205 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    37 Citations (Scopus)

  • The devil of face recognition is in the noise

    Wang, F., Chen, L., Li, C., Huang, S., Chen, Y., Qian, C. & Loy, C. C., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Hebert, M., Ferrari, V., Sminchisescu, C. & Weiss, Y. (eds.). Springer Verlag, p. 780-795 16 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11213 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    33 Citations (Scopus)

  • Video Object Segmentation with Joint Re-identification and Attention-Aware Mask Propagation

    Li, X. & Loy, C. C., 2018, Computer Vision – ECCV 2018 - 15th European Conference, 2018, Proceedings. Ferrari, V., Sminchisescu, C., Hebert, M. & Weiss, Y. (eds.). Springer Verlag, p. 93-110 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 11207 LNCS).

    Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

    37 Citations (Scopus)
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