Serge Belongie

Serge Belongie

Professor

ORCID: 0000-0002-0388-5217

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  1. 2024
  2. Udgivet

    Assessing Neural Network Robustness via Adversarial Pivotal Tuning

    Christensen, Peter Ebert, Snæbjarnarson, Vésteinn, Dittadi, A., Belongie, Serge & Benaim, S., 2024, Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (WACV). IEEE, s. 2952-2961

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  3. 2023
  4. Udgivet

    A Vision-free Baseline for Multimodal Grammar Induction

    Li, B., Corona, R., Mangalam, K., Chen, C., Flaherty, D., Belongie, Serge, Weinberger, K. Q., Malik, J., Darrell, T. & Klein, D., 2023, arXiv.org, 12 s.

    Publikation: Working paper › Preprint › Forskning

  5. Udgivet

    Descriptive Attributes for Language-Based Object Keypoint Detection

    Weinman, J., Belongie, Serge & Frank, Stella Christina, 2023, Computer Vision Systems - 14th International Conference, ICVS 2023, Proceedings. Christensen, H. I., Corke, P., Detry, R., Weibel, J-B. & Vincze, M. (red.). Springer, s. 444-458 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 14253 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  6. Udgivet

    Discriminative Class Tokens for Text-to-Image Diffusion Models

    Schwartz, I., Snæbjarnarson, Vésteinn, Chefer, H., Belongie, Serge, Wolf, L. & Benaim, S., 2023, 2023 IEEE/CVF International Conference on Computer Vision (ICCV). IEEE, 11 s.

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  7. Udgivet

    Discriminative Class Tokens for Text-to-Image Diffusion Models

    Schwartz, I., Snæbjarnarson, Vésteinn, Chefer, H., Belongie, Serge, Wolf, L. & Benaim, S., 2023, Proceedings - 2023 IEEE/CVF International Conference on Computer Vision, ICCV 2023. Institute of Electrical and Electronics Engineers Inc., s. 22668-22678 11 s. (Proceedings of the IEEE International Conference on Computer Vision).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  8. Udgivet

    Familiarity-Based Open-Set Recognition Under Adversarial Attacks

    Enevoldsen∗, P., Gundersen, C., Lang, Nico, Belongie, Serge & Igel, Christian, 2023, arXiv.org, 5 s.

    Publikation: Working paper › Preprint › Forskning

  9. Udgivet

    Fashionpedia-Ads: Do Your Favorite Advertisements Reveal Your Fashion Taste?

    Shi, M., Cardie, C. & Belongie, Serge, 2023, arXiv.org, 6 s.

    Publikation: Working paper › Preprint › Forskning

  10. Udgivet

    Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste

    Shi, M., Belongie, Serge & Cardie, C., 2023, arXiv.org, 6 s.

    Publikation: Working paper › Preprint › Forskning

  11. Udgivet

    Polynomial Neural Fields for Subband Decomposition and Manipulation

    Bender, T., Sørensen, S. M., Kashani, A., Hjorleifsson, K. E., Hyldig, G., Hauberg, S., Belongie, Serge & Warburg, F., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems, Bind 36).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  12. Udgivet

    Prompt, Condition, and Generate: Classification of Unsupported Claims with In-Context Learning

    Christensen, Peter Ebert, Yadav, Srishti & Belongie, Serge, 2023, arXiv.org, 19 s.

    Publikation: Working paper › Preprint › Forskning

  13. Udgivet

    SITTA: Single Image Texture Translation for Data Augmentation

    Li, B., Cui, Y., Lin, T. Y. & Belongie, Serge, 2023, Computer Vision – ECCV 2022 Workshops, Proceedings: Tel Aviv, Israel, October 23–27, 2022, Proceedings, Part II. Karlinsky, L., Michaeli, T. & Nishino, K. (red.). Springer Science and Business Media Deutschland GmbH, s. 3-20 18 s. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Bind 13802 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  14. Udgivet

    Three New Validators and a Large-Scale Benchmark Ranking for Unsupervised Domain Adaptation

    Musgrave, K., Belongie, Serge & Lim, S. N., 2023, arXiv.org, 38 s.

    Publikation: Working paper › Preprint › Forskning

  15. 2022
  16. Udgivet

    Visual Prompt Tuning

    Jia, M., Tang, L., Chen, B., Cardie, C., Belongie, Serge & Hariharan, B., 23 mar. 2022, arXiv.org, 34 s.

    Publikation: Working paper › Preprint › Forskning

  17. Exploring Visual Engagement Signals for Representation Learning

    Belongie, Serge, Wu, Z., Cardie, C., Jia, M., Reiter, A. & Lim, S., 28 feb. 2022, I: IEEE Xplore Digital Library. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), s. 4186-4197 12 s.

    Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  18. GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds

    Belongie, Serge, Hao, Z., Mallya, A. & Liu, M. Y., 28 feb. 2022, I: IEEE Xplore Digital Library. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), s. 14052-12062 11 s.

    Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  19. Robustness and Generalization via Generative Adversarial Training

    Belongie, Serge, Poursaeed, O., Jiang, T., Yang, H. & Lim, S., 28 feb. 2022, I: IEEE Xplore Digital Library. 2021 IEEE/CVF International Conference on Computer Vision (ICCV), s. 15691-15700 10 s.

    Publikation: Bidrag til tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  20. 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 tidsskrift › Leder › Forskning › fagfællebedømt

  21. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  22. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  23. 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 paper › Preprint › Forskning

  24. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  25. Implicit Neural Representations with Levels-of-Experts

    Hao, Z., Mallya, A., Belongie, Serge & Liu, M. Y., 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, 13 s. (Advances in Neural Information Processing Systems, Bind 35).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  26. Udgivet

    Language-driven Semantic Segmentation

    Li, B., Weinberger, K. Q., Belongie, Serge, Koltun, V. & Ranftl, R., 2022, arXiv.org, 13 s.

    Publikation: Working paper › Preprint › Forskning

  27. 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 paper › Preprint › Forskning

  28. Udgivet

    Neural Image Recolorization for Creative Domains

    Li, B., Belongie, Serge, Lim, S. N. & Davis, A., 2022, Proceedings - 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops, CVPRW 2022. IEEE Computer Society Press, s. 2225-2229 5 s. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Bind 2022-June).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  29. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  30. Udgivet

    On Label Granularity and Object Localization

    Cole, E., Wilber, K., Van Horn, G., Yang, X., Fornoni, M., Perona, P., Belongie, Serge, Howard, A. & Aodha, O. M., 2022, Computer Vision – ECCV 2022 : 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (red.). Springer, s. 604-620 17 s. (Lecture Notes in Computer Science, Bind 13670 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  31. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  32. Pose2Instance: Harnessing Keypoints for Person Instance Segmentation

    Belongie, Serge, Tripathi, S., Collins, M. D. & Brown, M., 2022, 10 s.

    Publikation: Working paper › Preprint › Forskning

  33. Udgivet

    PyTorch Adapt

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

    Publikation: Working paper › Preprint › Forskning

  34. 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 paper › Preprint › Forskning

  35. Udgivet

    Rethinking Nearest Neighbors for Visual Classification

    Jia, M., Chen, B., Cardie, C., Wu, Z., Belongie, Serge & Lim, S., 2022, arXiv.org, 16 s.

    Publikation: Working paper › Preprint › Forskning

  36. Udgivet

    Text-Driven Stylization of Video Objects

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

    Publikation: Konferencebidrag › Paper › Forskning

  37. Udgivet

    Unsupervised Domain Adaptation: A Reality Check

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

    Publikation: Working paper › Preprint › Forskning

  38. Udgivet

    Visual Prompt Tuning

    Jia, M., Tang, L., Chen, B. C., Cardie, C., Belongie, Serge, Hariharan, B. & Lim, S. N., 2022, Computer Vision – ECCV 2022: 17th European Conference, Proceedings. Avidan, S., Brostow, G., Cissé, M., Farinella, G. M. & Hassner, T. (red.). Springer, s. 709-727 19 s. (Lecture Notes in Computer Science, Bind 13693 LNCS).

    Publikation: Bidrag til bog/antologi/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  39. Udgivet

    Volumetric Disentanglement for 3D Scene Manipulation

    Benaim, S., Warburg, F., Christensen, Peter Ebert & Belongie, Serge, 2022, arXiv.org, 19 s.

    Publikation: Working paper › Preprint › Forskning

  40. Udgivet

    When Does Contrastive Visual Representation Learning Work?

    Cole, E., Yang, X., Wilber, K., Mac Aodha, O. & Belongie, Serge, 2022, arXiv.org, 19 s.

    Publikation: Working paper › Preprint › Forskning

  41. 2021

  42. 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 paper › Preprint › Forskning

  43. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  44. Single Image Texture Translation for Data Augmentation

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

    Publikation: Working paper › Preprint › Forskning

  45. 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 paper › Preprint › Forskning

  46. 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: Konferencebidrag › Paper › Forskning › fagfællebedømt

  47. 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 paper › Preprint › Forskning

  48. 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 tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  49. 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 tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  50. 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/rapport › Konferencebidrag i proceedings › Forskning › fagfællebedømt

  51. 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 tidsskrift › Tidsskriftartikel › Forskning › fagfællebedømt

  52. 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 tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  53. 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 tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

  54. 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 tidsskrift › Konferenceartikel › Forskning › fagfællebedømt

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