Serge Belongie
Professor
Pioneer AI (P1AI)
Øster Voldgade 3
1350 København K
- 2020
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
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
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
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
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
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
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
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
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
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
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
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
- 2019
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
- 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
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
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
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
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
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
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
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
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
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
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
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
Arbitrary style transfer in real-time with adaptive instance normalization
Huang, X. & Belongie, Serge, 2019.Research output: Contribution to conference › Paper › 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
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
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
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
- 2018
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
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
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
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
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
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
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
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
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
Semantic Segmentation with Scarce Data
Belongie, Serge, Katsman, I., Tripathi, R. & Velt, A., 2 Aug 2018, (Submitted) 5 p.Research output: Working paper › Preprint
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
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
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
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
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
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
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
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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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