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Serge Belongie

Cornell Tech

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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Positional Normalization

Jul 09, 2019
Boyi Li, Felix Wu, Kilian Q. Weinberger, Serge Belongie


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PointFlow: 3D Point Cloud Generation with Continuous Normalizing Flows

Jul 01, 2019
Guandao Yang, Xun Huang, Zekun Hao, Ming-Yu Liu, Serge Belongie, Bharath Hariharan


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The Herbarium Challenge 2019 Dataset

Jun 15, 2019
Kiat Chuan Tan, Yulong Liu, Barbara Ambrose, Melissa Tulig, Serge Belongie

* Part of the 6th Fine-Grained Visual Categorization Workshop (FGVC6) at CVPR 2019. Dataset available at https://github.com/visipedia/herbarium_comp 

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The iMaterialist Fashion Attribute Dataset

Jun 14, 2019
Sheng Guo, Weilin Huang, Xiao Zhang, Prasanna Srikhanta, Yin Cui, Yuan Li, Matthew R. Scott, Hartwig Adam, Serge Belongie


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The iMet Collection 2019 Challenge Dataset

Jun 04, 2019
Chenyang Zhang, Christine Kaeser-Chen, Grace Vesom, Jennie Choi, Maria Kessler, Serge Belongie

* 3 pages, 4 figures 

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Class-Balanced Loss Based on Effective Number of Samples

Jan 16, 2019
Yin Cui, Menglin Jia, Tsung-Yi Lin, Yang Song, Serge Belongie

* Code is available at: https://github.com/richardaecn/class-balanced-loss 

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Adversarial Example Decomposition

Dec 04, 2018
Horace He, Aaron Lou, Qingxuan Jiang, Isay Katsman, Pian Pawakapan, Serge Belongie, Ser-Nam Lim

* Preprint 

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Understanding Image Quality and Trust in Peer-to-Peer Marketplaces

Nov 26, 2018
Xiao Ma, Lina Mezghani, Kimberly Wilber, Hui Hong, Robinson Piramuthu, Mor Naaman, Serge Belongie

* WACV 2019 

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Intermediate Level Adversarial Attack for Enhanced Transferability

Nov 20, 2018
Qian Huang, Zeqi Gu, Isay Katsman, Horace He, Pian Pawakapan, Zhiqiu Lin, Serge Belongie, Ser-Nam Lim

* Preprint 

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