Serge Belongie

Serge Belongie

Professor


  1. 2022
  2. Udgivet

    Exploring Temporal Granularity in Self-Supervised Video Representation Learning

    Li, Y., Yuan, L., Gong, B., Liu, T., Brown, M., Belongie, Serge, Yang, M. H., Adam, H. & Cui, Y., 2022, arXiv.org, 13 s.

    Publikation: Working paperPreprint

  3. Udgivet

    Text-Driven Stylization of Video Objects

    Loeschcke, S., Belongie, Serge & Benaim, S., 2022. 17 s.

    Publikation: KonferencebidragPaperForskning

  4. Udgivet

    PyTorch Adapt

    Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 5 s.

    Publikation: Working paperPreprint

  5. Udgivet

    Unsupervised Domain Adaptation: A Reality Check

    Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 22 s.

    Publikation: Working paperPreprint

  6. Udgivet

    Occluded Video Instance Segmentation: A Benchmark

    Qi, J., Gao, Y., Hu, Y., Wang, X., Liu, X., Bai, X., Belongie, Serge, Yuille, A., Torr, P. H. S. & Bai, S., 2022, I: International Journal of Computer Vision. 130, s. 2022-2039

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  7. Udgivet

    Multimodal Open-Vocabulary Video Classification via Pre-Trained Vision and Language Models

    Qian, R., Xu, Z., Yang, M. H., Belongie, Serge & Cui, Y., 2022, arXiv.org, 14 s.

    Publikation: Working paperPreprint

  8. Residual Aligned: Gradient Optimization for Non-Negative Image Synthesis

    Shen, F. Y., Luo, K., Yang, G., Haraldsson, H. & Belongie, Serge, 2022, arXiv.org, 5 s.

    Publikation: Working paperPreprint

  9. Udgivet

    Exploring Fine-Grained Audiovisual Categorization with the SSW60 Dataset

    Van Horn, G., Qian, R., Wilber, K., Adam, H., Mac Aodha, O. & Belongie, Serge, 2022, Computer Vision – ECCV 2022 : 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (red.). Springer, s. 271-289 19 s. (Lecture Notes in Computer Science, Bind 13668 LNCS).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  10. Guest Editorial: Introduction to the Special Section on Fine-Grained Visual Categorization

    Wang, J., Tu, Z., Fu, J., Sebe, N. & Belongie, Serge, 1 feb. 2022, I: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 2, s. 560-562 3 s.

    Publikation: Bidrag til tidsskriftLederForskningfagfællebedømt

  11. Udgivet

    Fine-Grained Image Analysis with Deep Learning: A Survey

    Wei, X. S., Song, Y. Z., Mac Aodha, O., Wu, J., Peng, Y., Tang, J., Yang, J. & Belongie, Serge, 2022, I: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 12, s. 8927-8948

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  12. Udgivet

    Polynomial Neural Fields for Subband Decomposition and Manipulation

    Yang, G., Benaim, S., Jampani, V., Genova, K., Barron, J. T., Funkhouser, T., Hariharan, B. & Belongie, Serge, 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. (red.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems, Bind 35).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  13. Udgivet

    The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition

    de Lutio, R., Park, J. Y., Watson, K. A., D'Aronco, S., Wegner, J. D., Wieringa, J. J., Tulig, M., Pyle, R. L., Gallaher, T. J., Brown, G., Guymer, G., Franks, A., Ranatunga, D., Baba, Y., Belongie, Serge, Michelangeli, F. A., Ambrose, B. A. & Little, D. P., 1 feb. 2022, I: Frontiers in Plant Science. 12, s. 1-15 787127.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  14. 2021
  15. Continuous Travel in Virtual Reality Using a 3D Portal

    Atkins, A., Belongie, Serge & Haraldsson, H., 10 okt. 2021, Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021. Association for Computing Machinery, Inc, s. 51-54 4 s. (Adjunct Publication of the 34th Annual ACM Symposium on User Interface Software and Technology, UIST 2021).

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  16. Occluded Video Instance Segmentation: Dataset and ICCV 2021 Challenge

    Belongie, Serge, Qi, J., Gao, Y., Wang, X., Liu, X., Bai, X., Yuille, A., Torr, P. H. S. & Bai, S., 15 nov. 2021, (Afsendt) 11 s.

    Publikation: Working paperPreprint

  17. Single Image Texture Translation for Data Augmentation

    Belongie, Serge, Cui, Y., Lin, T. Y. & Li, B., 25 jun. 2021, (Afsendt) 14 s.

    Publikation: Working paperPreprint

  18. The Herbarium 2021 Half-Earth Challenge Dataset

    Belongie, Serge, de Lutio, R., Little, D. P. & Ambrose, B. A., 28 maj 2021, (Afsendt) 6 s.

    Publikation: Working paperPreprint

  19. The Plant Pathology 2021 Challenge dataset to classify foliar disease of apples

    Belongie, Serge, Wang, Q., Snavely, N. & Khan, A., 26 maj 2021, (Afsendt). 3 s.

    Publikation: KonferencebidragPaperForskningfagfællebedømt

  20. Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges

    Ding, J., Xue, N., Xia, G. S., Bai, X., Yang, W., Yang, M., Belongie, Serge, Luo, J., Datcu, M., Pelillo, M. & Zhang, L., 2021, (Accepteret/In press) I: IEEE Transactions on Pattern Analysis and Machine Intelligence.

    Publikation: Bidrag til tidsskriftTidsskriftartikelForskningfagfællebedømt

  21. Intentonomy: A dataset and study towards human intent understanding

    Jia, M., Wu, Z., Reiter, A., Cardie, C., Belongie, Serge & Lim, S. N., 2021, I: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. s. 12981-12991 11 s.

    Publikation: Bidrag til tidsskriftKonferenceartikelForskningfagfællebedømt

  22. On feature normalization and data augmentation

    Li, B., Wu, F., Lim, S. N., Belongie, Serge & Weinberger, K. Q., 2021, I: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. s. 12378-12387 10 s.

    Publikation: Bidrag til tidsskriftKonferenceartikelForskningfagfællebedømt

  23. Stay Positive: Non-Negative Image Synthesis for Augmented Reality

    Luo, K., Yang, G., Xian, W., Haraldsson, H., Hariharan, B. & Belongie, Serge, 2021, I: IEEE Conference on Computer Vision and Pattern Recognition. s. 10045-10055 11 s.

    Publikation: Bidrag til tidsskriftKonferenceartikelForskningfagfællebedømt

  24. Occluded Video Instance Segmentation: A Benchmark

    Qi, J., Gao, Y., Hu, Y., Wang, X., Liu, X., Bai, X., Belongie, Serge, Yuille, A., Torr, P. H. S. & Bai, S., 2 feb. 2021.

    Publikation: Working paperPreprint

  25. Spatiotemporal Contrastive Video Representation Learning

    Qian, R., Meng, T., Gong, B., Yang, M. H., Wang, H., Belongie, Serge & Cui, Y., 2021, I: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. s. 6960-6970 11 s.

    Publikation: Bidrag til tidsskriftKonferenceartikelForskningfagfællebedømt

  26. LUAI Challenge 2021 on Learning to Understand Aerial Images

    Xia, G. S., Ding, J., Qian, M., Xue, N., Han, J., Bai, X., Yang, M. Y., Li, S., Belongie, S., Luo, J., Datcu, M., Pelillo, M., Zhang, L., Zhou, Q., Yu, C. H., Hu, K., Bu, Y., Tan, W., Yang, Z., Li, W. & 16 flere, Liu, S., Zhao, J., Ma, T., Gao, Z. H., Wang, L., Zuo, Y., Jiao, L., Meng, C., Wang, H., Wang, J., Hui, Y., Dong, Z., Zhang, J., Bao, Q., Zhang, Z. & Liu, F., 2021, 2021 IEEE/CVF International Conference on Computer Vision Workshop (ICCVW). IEEE, s. 762-768 7 s.

    Publikation: Bidrag til bog/antologi/rapportKonferencebidrag i proceedingsForskningfagfællebedømt

  27. Benchmarking representation learning for natural world image collections

    van Horn, G., Cole, E., Beery, S., Wilber, K., Belongie, Serge & Aodha, O. M., 2021, I: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. s. 12879-12888 10 s.

    Publikation: Bidrag til tidsskriftKonferenceartikelForskningfagfællebedømt

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