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Serge Belongie

Cornell Tech

The Herbarium 2021 Half-Earth Challenge Dataset


May 28, 2021
Riccardo de Lutio, Damon Little, Barbara Ambrose, Serge Belongie

* FGVC8 Workshop at CVPR 2021 

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When Does Contrastive Visual Representation Learning Work?


May 12, 2021
Elijah Cole, Xuan Yang, Kimberly Wilber, Oisin Mac Aodha, Serge Belongie


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Exploring Visual Engagement Signals for Representation Learning


Apr 15, 2021
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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GANcraft: Unsupervised 3D Neural Rendering of Minecraft Worlds


Apr 15, 2021
Zekun Hao, Arun Mallya, Serge Belongie, Ming-Yu Liu


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Benchmarking Representation Learning for Natural World Image Collections


Mar 30, 2021
Grant Van Horn, Elijah Cole, Sara Beery, Kimberly Wilber, Serge Belongie, Oisin Mac Aodha

* CVPR 2021 

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Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges


Feb 24, 2021
Jian Ding, Nan Xue, Gui-Song Xia, Xiang Bai, Wen Yang, Micheal Ying Yang, Serge Belongie, Jiebo Luo, Mihai Datcu, Marcello Pelillo, Liangpei Zhang

* 15 pages, 9 figures 

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Occluded Video Instance Segmentation


Feb 08, 2021
Jiyang Qi, Yan Gao, Yao Hu, Xinggang Wang, Xiaoyu Liu, Xiang Bai, Serge Belongie, Alan Yuille, Philip H. S. Torr, Song Bai

* 10 pages, 11 figures 

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Intentonomy: a Dataset and Study towards Human Intent Understanding


Nov 11, 2020
Menglin Jia, Zuxuan Wu, Austin Reiter, Claire Cardie, Serge Belongie, Ser-Nam Lim


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PyTorch Metric Learning


Aug 20, 2020
Kevin Musgrave, Serge Belongie, Ser-Nam Lim

* Code and documentation is available at https://www.github.com/KevinMusgrave/pytorch-metric-learning 

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Learning Gradient Fields for Shape Generation


Aug 18, 2020
Ruojin Cai, Guandao Yang, Hadar Averbuch-Elor, Zekun Hao, Serge Belongie, Noah Snavely, Bharath Hariharan

* Published in ECCV 2020 (Spotlight); Project page: https://www.cs.cornell.edu/~ruojin/ShapeGF/ 

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Spatiotemporal Contrastive Video Representation Learning


Aug 09, 2020
Rui Qian, Tianjian Meng, Boqing Gong, Ming-Hsuan Yang, Huisheng Wang, Serge Belongie, Yin Cui


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Fashionpedia: Ontology, Segmentation, and an Attribute Localization Dataset


Apr 26, 2020
Menglin Jia, Mengyun Shi, Mikhail Sirotenko, Yin Cui, Claire Cardie, Bharath Hariharan, Hartwig Adam, Serge Belongie


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The Plant Pathology 2020 challenge dataset to classify foliar disease of apples


Apr 24, 2020
Ranjita Thapa, Noah Snavely, Serge Belongie, Awais Khan

* 11 pages, 5 figures, Kaggle competition website: https://www.kaggle.com/c/plant-pathology-2020-fgvc7, CVPR fine-grained visual categorization website: https://sites.google.com/view/fgvc7/competitions 

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End-to-End Pseudo-LiDAR for Image-Based 3D Object Detection


Apr 07, 2020
Rui Qian, Divyansh Garg, Yan Wang, Yurong You, Serge Belongie, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao

* Accepted to 2020 Conference on Computer Vision and Pattern Recognition (CVPR 2020) 

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DualSDF: Semantic Shape Manipulation using a Two-Level Representation


Apr 06, 2020
Zekun Hao, Hadar Averbuch-Elor, Noah Snavely, Serge Belongie

* Published in CVPR 2020 

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A Metric Learning Reality Check


Mar 18, 2020
Kevin Musgrave, Serge Belongie, Ser-Nam Lim


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On Feature Normalization and Data Augmentation


Mar 06, 2020
Boyi Li, Felix Wu, Ser-Nam Lim, Serge Belongie, Kilian Q. Weinberger

* Code is available at https://github.com/Boyiliee/MoEx 

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Differentiating through the Fréchet Mean


Mar 05, 2020
Aaron Lou, Isay Katsman, Qingxuan Jiang, Serge Belongie, Ser-Nam Lim, Christopher De Sa

* Preprint, 35 pages, 9 figures 

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Measuring Dataset Granularity


Dec 21, 2019
Yin Cui, Zeqi Gu, Dhruv Mahajan, Laurens van der Maaten, Serge Belongie, Ser-Nam Lim

* Code is available at: https://github.com/richardaecn/dataset-granularity 

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Fine-grained Synthesis of Unrestricted Adversarial Examples


Nov 20, 2019
Omid Poursaeed, Tianxing Jiang, Harry Yang, Serge Belongie, Ser-Nam Lim


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Neural Puppet: Generative Layered Cartoon Characters


Oct 04, 2019
Omid Poursaeed, Vladimir G. Kim, Eli Shechtman, Jun Saito, Serge Belongie


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Neural Naturalist: Generating Fine-Grained Image Comparisons


Sep 20, 2019
Maxwell Forbes, Christine Kaeser-Chen, Piyush Sharma, Serge Belongie

* Published at EMNLP 2019 

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Enhancing Adversarial Example Transferability with an Intermediate Level Attack


Jul 23, 2019
Qian Huang, Isay Katsman, Horace He, Zeqi Gu, Serge Belongie, Ser-Nam Lim

* ICCV 2019. arXiv admin note: text overlap with arXiv:1811.08458 

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FoodX-251: A Dataset for Fine-grained Food Classification


Jul 14, 2019
Parneet Kaur, Karan Sikka, Weijun Wang, Serge Belongie, Ajay Divakaran

* Published at Fine-Grained Visual Categorization Workshop, CVPR19 

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