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
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
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
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
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
- 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
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
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
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
- 2022
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
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
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
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
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
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
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
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
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
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
- 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
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
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
Text-Driven Stylization of Video Objects
Loeschcke, S., Belongie, Serge & Benaim, S., 2022. 17 p.Research output: Contribution to conference › Paper › Research
- Published
PyTorch Adapt
Musgrave, K., Belongie, Serge & Lim, S., 2022, arXiv.org, 5 p.Research output: Working paper › Preprint › 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
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
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
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
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
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
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
- 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
- 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
- 2021
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
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
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
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
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
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
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
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
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
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
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
- 2020
Head-mounted Augmented Reality for Guided Surface Reflectance Capture
Belongie, Serge, Haraldsson, H., Skovsen, S., Lim, S. N., Marschner, S. & Davis, A., Jun 2020. 3 p.Research output: Contribution to conference › Paper › Research › peer-review
Learning Gradient Fields for Shape Generation
Cai, R., Yang, G., Averbuch-Elor, H., Hao, Z., Belongie, Serge, Snavely, N. & Hariharan, B., 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 364-381 18 p.Research output: Contribution to journal › Conference article › Research › peer-review
Neural naturalist: Generating fine-grained image comparisons
Forbes, M., Kaeser-Chen, C., Sharma, P. & Belongie, Serge, 2020, In: EMNLP-IJCNLP 2019 - 2019 Conference on Empirical Methods in Natural Language Processing and 9th International Joint Conference on Natural Language Processing, Proceedings of the Conference. p. 708-717 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
DualSDF: Semantic shape manipulation using a two-level representation
Hao, Z., Averbuch-Elor, H., Snavely, N. & Belongie, Serge, 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7628-7638 11 p., 9157166.Research output: Contribution to journal › Conference article › Research › peer-review
Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset
Jia, M., Shi, M., Sirotenko, M., Cui, Y., Cardie, C., Hariharan, B., Adam, H. & Belongie, Serge, 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 316-332 17 p.Research output: Contribution to journal › Conference article › Research › peer-review
Transfer learning in computer vision tasks: Remember where you come from
Li, X., Grandvalet, Y., Davoine, F., Cheng, J., Cui, Y., Zhang, H., Belongie, Serge, Tsai, Y. H. & Yang, M. H., 2020, In: Image and Vision Computing. 93, 103853.Research output: Contribution to journal › Journal article › Research › peer-review
An algorithm competition for automatic species identification from herbarium specimens
Little, D. P., Tulig, M., Tan, K. C., Liu, Y., Belongie, Serge, Kaeser-Chen, C., Michelangeli, F. A., Panesar, K., Guha, R. V. & Ambrose, B. A., 1 Jun 2020, In: Applications in Plant Sciences. 8, 6, e11365.Research output: Contribution to journal › Journal article › Research › peer-review
Differentiating through the fŕechet mean
Lou, A., Katsman, I., Jiang, Q., Belongie, Serge, Lim, S. N. & Sa, C. D., 2020, In: 37th International Conference on Machine Learning, ICML 2020. p. 6349-6359 11 p.Research output: Contribution to journal › Conference article › Research
A Metric Learning Reality Check
Musgrave, K., Belongie, Serge & Lim, S. N., 2020, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 681-699 19 p.Research output: Contribution to journal › Conference article › Research › peer-review
Neural Puppet: Generative Layered Cartoon Characters
Poursaeed, O., Kim, V. G., Shechtman, E., Saito, J. & Belongie, Serge, Mar 2020, In: Proceedings - 2020 IEEE Winter Conference on Applications of Computer Vision, WACV 2020. p. 3335-3345 11 p.Research output: Contribution to journal › Conference article › Research › peer-review
End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection
Qian, R., Garg, D., Wang, Y., You, Y., Belongie, Serge, Hariharan, B., Campbell, M., Weinberger, K. Q. & Chao, W. L., 2020, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5880-5889 10 p., 9157553.Research output: Contribution to journal › Conference article › Research › peer-review
Decoupled Localization and Sensing with HMD-based AR for Interactive Scene Acquisition
Skovsen, S. K., Haraldsson, H., Davis, A., Karstoft, H. & Belongie, Serge, Nov 2020, In: Adjunct Proceedings of the 2020 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2020. p. 167-171 5 p.Research output: Contribution to journal › Conference article › Research › peer-review
The Plant Pathology Challenge 2020 data set to classify foliar disease of apples
Thapa, R., Zhang, K., Snavely, N., Belongie, Serge & Khan, A., 1 Sep 2020, In: Applications in Plant Sciences. 8, 9, e11390.Research output: Contribution to journal › Journal article › Research › peer-review
Convolutional Networks with Adaptive Inference Graphs
Veit, A. & Belongie, Serge, 1 Mar 2020, In: International Journal of Computer Vision. 128, 3, p. 730-741 12 p.Research output: Contribution to journal › Journal article › Research › peer-review
- 2019
Adversarial Example Decomposition
Belongie, Serge, He, H., Jiang, Q., Katsman, I. & Lim, S. N., 21 Jun 2019, (Submitted) 7 p.Research output: Working paper › Preprint › Research
Annotate All ! A Perspective Preserved Asynchronous Annotation System for Collaborative Augmented Reality
Belongie, Serge, Tseng, P. Y. & Haraldsson, H., 2019, 3 p.Research output: Other contribution › Net publication - Internet publication › Research › peer-review
Anon-Emoji: An Optical See-Through Augmented Reality System for Reducing Appearance Bias in Social Interactions
Belongie, Serge, Sun, R., Haraldsson, H. & Zhao, Y., 2019, (Submitted). 4 p.Research output: Contribution to conference › Paper › Research › peer-review
FoodX-251: A Dataset for Fine-grained Food Classification
Belongie, Serge, Kaur, P., Sikka, K., Wang, W. & Divakaran, A., 14 Jul 2019, (Submitted) 5 p.Research output: Working paper › Preprint › Research
Generating Spatial Attention Cues via Illusory Motion
Belongie, Serge, Jensen, J. N., Hannemose, M., Wilm, J., Dahl, A. B. & Frisvad, J. R., 2019. 3 p.Research output: Contribution to conference › Paper › Research › peer-review
The Fashionpedia Ontology and Fashion Segmentation Dataset
Belongie, Serge, Jia, M., Shi, M., Sirotenko, M., Cui, Y., Hariharan, B. & Cardie, C., 2019, 5 p.Research output: Other contribution › Research
The iMaterialist Fashion Attribute Dataset
Belongie, Serge, Guo, S., Huang, W., Zhang, X., Srikhanta, P., Cui, Y., Li, Y., Scott, M. R. & Adam, H., 13 Jun 2019, (Submitted) arxiv.org, 10 p.Research output: Working paper › Preprint › Research
The iMet Collection 2019 Challenge Dataset
Belongie, Serge, Zhang, C., Kaeser-Chen, C., Vesom, G., Choi, J. & Kessler, M., 3 Jun 2019, (Submitted) 3 p.Research output: Working paper › Preprint › Research
Towards Ethical Deployment of AI for Conservation Systems
Belongie, Serge, Kaeser-Chen, C., Birch, T., Chou, K., Gadot, T., Adam, H., Robertson, T., Fegraus, E. & Morris, D., Oct 2019. 3 p.Research output: Contribution to conference › Paper › Research › peer-review
Training Machines to Identify Species using GBIF-mediated Datasets
Belongie, Serge, Robertson, T., Adam, H., Kaeser-Chen, C., Zhang, C., Tan, K. C., Liu, Y., Brulé, D., Deltheil, C., Loarie, S., van Horn, G., Mac Aodha, O., Beery, S., Perona, P., Copas, K. & Waller, J. T., 19 Jun 2019.Research output: Contribution to conference › Conference abstract for conference › Research › peer-review
Class-balanced loss based on effective number of samples
Cui, Y., Jia, M., Lin, T. Y., Song, Y. & Belongie, Serge, Jun 2019, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 9260-9269 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
- Published
Enhancing adversarial example transferability with an intermediate level attack
Huang, Q., Katsman, I., Gu, Z., He, H., Belongie, Serge & Lim, S. N., Oct 2019, In: Proceedings of the IEEE International Conference on Computer Vision. p. 4732-4741 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
Arbitrary style transfer in real-time with adaptive instance normalization
Huang, X. & Belongie, Serge, 2019.Research output: Contribution to conference › Paper › Research › peer-review
Positional normalization
Li, B., Wu, F., Weinberger, K. Q. & Belongie, Serge, 2019, In: Advances in Neural Information Processing Systems. 32Research output: Contribution to journal › Conference article › Research › peer-review
Understanding image quality and trust in peer-to-peer marketplaces
Ma, X., Mezghani, L., Wilber, K., Hong, H., Piramuthu, R., Naaman, M. & Belongie, Serge, 4 Mar 2019, In: Proceedings - 2019 IEEE Winter Conference on Applications of Computer Vision, WACV 2019. p. 511-520 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
Deep fundamental matrix estimation without correspondences
Poursaeed, O., Yang, G., Prakash, A., Fang, Q., Jiang, H., Hariharan, B. & Belongie, Serge, 2019, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 485-497 13 p.Research output: Contribution to journal › Conference article › Research › peer-review
Anon-Emoji: An optical see-Through augmented reality system for children with autism spectrum disorders to promote understanding of facial expressions and emotions
Sun, R., Haraldsson, H., Zhao, Y. & Belongie, Serge, Oct 2019, In: Adjunct Proceedings of the 2019 IEEE International Symposium on Mixed and Augmented Reality, ISMAR-Adjunct 2019. p. 448-450 3 p.Research output: Contribution to journal › Conference article › Research › peer-review
Learning data-adaptive interest points through epipolar adaptation
Yang, G., Malisiewicz, T. & Belongie, Serge, Jun 2019, In: IEEE Computer Society Conference on Computer Vision and Pattern Recognition Workshops. p. 1-7 7 p.Research output: Contribution to journal › Conference article › Research › peer-review
Pointflow: 3D point cloud generation with continuous normalizing flows
Yang, G., Huang, X., Hao, Z., Liu, M. Y., Belongie, Serge & Hariharan, B., Oct 2019, In: Proceedings of the IEEE International Conference on Computer Vision. p. 4540-4549 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
- 2018
ICDAR2017 Robust Reading Challenge on COCO-Text
Belongie, Serge, Gómez, R., Shi, B., Gomez-Pujol, L., Neumann, L., Veit, A., Matas, J. & Karatzas, D., 29 Jan 2018, In: IEEE Xplore Digital Library. 9 p.Research output: Contribution to journal › Conference article › Research › peer-review
PointAR EVW18 Poster
Belongie, Serge, Haraldsson, H., Tal, D. & García, K. P., 18 Jun 2018Research output: Non-textual form › 2D/3D (psysical products) › Research › peer-review
Semantic Segmentation with Scarce Data
Belongie, Serge, Katsman, I., Tripathi, R. & Velt, A., 2 Aug 2018, (Submitted) 5 p.Research output: Working paper › Preprint › Research
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning
Cui, Y., Song, Y., Sun, C., Howard, A. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 4109-4118 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
Learning to Evaluate Image Captioning
Cui, Y., Yang, G., Veit, A., Huang, X. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5804-5812 9 p.Research output: Contribution to journal › Conference article › Research › peer-review
ICPR2018 Contest on Object Detection in Aerial Images (ODAI-18)
Ding, J., Zhu, Z., Xia, G. S., Bai, X., Belongie, Serge, Luo, J., Datcu, M., Pelillo, M. & Zhang, L., 2018, 2018 24th International Conference on Pattern Recognition (ICPR). IEEE, p. 1-6 6 p.Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research › peer-review
ICDAR2017 Robust Reading Challenge on COCO-Text
Gomez, R., Shi, B., Gomez, L., Numann, L., Veit, A., Matas, J., Belongie, Serge & Karatzas, D., 25 Jan 2018, In: Proceedings of the International Conference on Document Analysis and Recognition, ICDAR. p. 1435-1443 9 p.Research output: Contribution to journal › Conference article › Research › peer-review
Controllable Video Generation with Sparse Trajectories
Hao, Z., Huang, X. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 7854-7863 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
Lean Multiclass Crowdsourcing
Horn, G. V., Branson, S., Loarie, S., Belongie, Serge & Perona, P., 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 2714-2723 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
The iNaturalist Species Classification and Detection Dataset
Horn, G. V., Aodha, O. M., Song, Y., Cui, Y., Sun, C., Shepard, A., Adam, H., Perona, P. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 8769-8778 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
Multimodal Unsupervised Image-to-Image Translation
Huang, X., Liu, M. Y., Belongie, Serge & Kautz, J., 2018, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 179-196 18 p.Research output: Contribution to journal › Conference article › Research › peer-review
Generative Adversarial Perturbations
Poursaeed, O., Katsman, I., Gao, B. & Belongie, Serge, 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 4422-4431 10 p.Research output: Contribution to journal › Conference article › Research › peer-review
Vision-based real estate price estimation
Poursaeed, O., Matera, T. & Belongie, Serge, 1 May 2018, In: Machine Vision and Applications. 29, 4, p. 667-676 10 p.Research output: Contribution to journal › Journal article › Research › peer-review
Separating Self-Expression and Visual Content in Hashtag Supervision
Veit, A., Nickel, M., Belongie, Serge & Maaten, L. V. D., 14 Dec 2018, In: Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition. p. 5919-5927 9 p.Research output: Contribution to journal › Conference article › Research › peer-review
DOTA: A Large-Scale Dataset for Object Detection in Aerial Images
Xia, G. S., Bai, X., Ding, J., Zhu, Z., Belongie, Serge, Luo, J., Datcu, M., Pelillo, M. & Zhang, L., 14 Dec 2018, 2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition. IEEE, p. 3974-3983 10 p. (Proceedings of the IEEE Computer Society Conference on Computer Vision and Pattern Recognition).Research output: Chapter in Book/Report/Conference proceeding › Article in proceedings › Research
Learning single-view 3D reconstruction with limited pose supervision
Yang, G., Cui, Y., Belongie, Serge & Hariharan, B., 2018, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). p. 90-105 16 p.Research output: Contribution to journal › Conference article › Research › peer-review
Unbiased offline recommender evaluation for missing-not-at-random implicit feedback
Yang, L., Wang, C., Cui, Y., Belongie, Serge, Xuan, Y. & Estrin, D., 27 Sep 2018, In: RecSys 2018 - 12th ACM Conference on Recommender Systems. p. 279-287 9 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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