Serge Belongie
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- 2024
- 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. 2952-2961Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
- 2023
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- 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
- Published
- 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
- 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
- 2022
- 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
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
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
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
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
- 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
- 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
- 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
- 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. 8927-8948Research output: Contribution to journal › Journal article › Research › peer-review
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
- 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
- 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
- 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
- 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. 2022-2039Research output: Contribution to journal › Journal article › Research › peer-review
- 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
- 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
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
- Published
PyTorch Adapt
Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 5 p.Research output: Working paper › Preprint › Research
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
- 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
- Published
Text-Driven Stylization of Video Objects
Loeschcke, S., Belongie, Serge & Benaim, S., 2022. 17 p.Research output: Contribution to conference › Paper › Research
- Published
Unsupervised Domain Adaptation: A Reality Check
Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 22 p.Research output: Working paper › Preprint › Research
- 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
- 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
- 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
- 2021
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
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
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
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
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
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
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
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
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, , 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
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
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
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
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
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The Herbarium 2021 Half–Earth Challenge Dataset and Machine Learning Competition
Research output: Contribution to journal › Journal article › Research › peer-review
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