Serge Belongie

Serge Belongie

Professor

ORCID: 0000-0002-0388-5217

Publication year:
All
1 - 50 out of 269Page size: 50
  1. 2024
  2. Published

    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, p. 2952-2961

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

  3. 2023
  4. Published

    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, Vol. 36).

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

  5. Published

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

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

    Research output: Working paper › Preprint › Research

  6. Published

    Familiarity-Based Open-Set Recognition Under Adversarial Attacks

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

    Research output: Working paper › Preprint › Research

  7. Published

    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 p.

    Research output: Working paper › Preprint › Research

  8. Published

    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. (eds.). Springer, p. 3-20 18 p. (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 13802 LNCS).

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

  9. Published

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

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

    Research output: Working paper › Preprint › Research

  10. Published

    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., p. 22668-22678 11 p. (Proceedings of the IEEE International Conference on Computer Vision).

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

  11. Published

    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 p.

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

  12. Published

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

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

    Research output: Working paper › Preprint › Research

  13. Published

    Fashionpedia-Taste: A Dataset towards Explaining Human Fashion Taste

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

    Research output: Working paper › Preprint › Research

  14. Published

    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. (eds.). Springer, p. 444-458 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), Vol. 14253 LNCS).

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

  15. 2022

  16. Exploring Visual Engagement Signals for Representation Learning

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

    Research output: Contribution to journal › Conference article › Research › peer-review

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

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

    Research output: Contribution to journal › Conference article › Research › peer-review

  18. Pose2Instance: Harnessing Keypoints for Person Instance Segmentation

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

    Research output: Working paper › Preprint › Research

  19. Robustness and Generalization via Generative Adversarial Training

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

    Research output: Contribution to journal › Conference article › Research › peer-review

  20. Published

    Volumetric Disentanglement for 3D Scene Manipulation

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

    Research output: Working paper › Preprint › Research

  21. Published

    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. (eds.). Springer, p. 604-620 17 p. (Lecture Notes in Computer Science, Vol. 13670 LNCS).

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

  22. Published

    When Does Contrastive Visual Representation Learning Work?

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

    Research output: Working paper › Preprint › Research

  23. 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. (eds.). Neural Information Processing Systems Foundation, 13 p. (Advances in Neural Information Processing Systems, Vol. 35).

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

  24. Published

    Rethinking Nearest Neighbors for Visual Classification

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

    Research output: Working paper › Preprint › Research

  25. Published

    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. (eds.). Springer, p. 709-727 19 p. (Lecture Notes in Computer Science, Vol. 13693 LNCS).

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

  26. Published

    Visual Prompt Tuning

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

    Research output: Working paper › Preprint › Research

  27. Published

    Language-driven Semantic Segmentation

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

    Research output: Working paper › Preprint › Research

  28. Published

    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, p. 2225-2229 5 p. (IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops, Vol. 2022-June).

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

  29. Published

    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 p.

    Research output: Working paper › Preprint › Research

  30. Published

    Text-Driven Stylization of Video Objects

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

    Research output: Contribution to conference › Paper › Research

  31. Published

    PyTorch Adapt

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

    Research output: Working paper › Preprint › Research

  32. Published

    Unsupervised Domain Adaptation: A Reality Check

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

    Research output: Working paper › Preprint › Research

  33. Published

    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, In: International Journal of Computer Vision. 130, p. 2022-2039

    Research output: Contribution to journal › Journal article › Research › peer-review

  34. Published

    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 p.

    Research output: Working paper › Preprint › Research

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

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

    Research output: Working paper › Preprint › Research

  36. Published

    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. (eds.). Springer, p. 271-289 19 p. (Lecture Notes in Computer Science, Vol. 13668 LNCS).

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

  37. 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, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 2, p. 560-562 3 p.

    Research output: Contribution to journal › Editorial › Research › peer-review

  38. Published

    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, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 44, 12, p. 8927-8948

    Research output: Contribution to journal › Journal article › Research › peer-review

  39. Published

    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. (eds.). Neural Information Processing Systems Foundation, (Advances in Neural Information Processing Systems, Vol. 35).

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

  40. Published

    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, In: Frontiers in Plant Science. 12, p. 1-15 787127.

    Research output: Contribution to journal › Journal article › Research › peer-review

  41. 2021

  42. Continuous Travel in Virtual Reality Using a 3D Portal

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

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

  43. 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, (Submitted) 11 p.

    Research output: Working paper › Preprint › Research

  44. Single Image Texture Translation for Data Augmentation

    Belongie, Serge, Cui, Y., Lin, T. Y. & Li, B., 25 Jun 2021, (Submitted) 14 p.

    Research output: Working paper › Preprint › Research

  45. The Herbarium 2021 Half-Earth Challenge Dataset

    Belongie, Serge, de Lutio, R., Little, D. P. & Ambrose, B. A., 28 May 2021, (Submitted) 6 p.

    Research output: Working paper › Preprint › Research

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

    Belongie, Serge, Wang, Q., Snavely, N. & Khan, A., 26 May 2021, (Submitted). 3 p.

    Research output: Contribution to conference › Paper › Research › peer-review

  47. 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, (Accepted/In press) In: IEEE Transactions on Pattern Analysis and Machine Intelligence.

    Research output: Contribution to journal › Journal article › Research › peer-review

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

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

    Research output: Contribution to journal › Conference article › Research › peer-review

  49. On feature normalization and data augmentation

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

    Research output: Contribution to journal › Conference article › Research › peer-review

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

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

    Research output: Contribution to journal › Conference article › Research › peer-review

  51. 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.

    Research output: Working paper › Preprint › Research

  52. Spatiotemporal Contrastive Video Representation Learning

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

    Research output: Contribution to journal › Conference article › Research › peer-review

  53. 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 others, 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, p. 762-768 7 p.

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

  54. Benchmarking representation learning for natural world image collections

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

    Research output: Contribution to journal › Conference article › Research › peer-review

Previous 1 2 3 4 5 6 Next

ID: 249093305