Serge Belongie
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- 2022
- 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
- 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
- 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
- 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
- Published
PyTorch Adapt
Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 5 p.Research output: Working paper › Preprint
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
- 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
- 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
- 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
- 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
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
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
- 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
ID: 249093305
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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
Published