Get our free extension to see links to code for papers anywhere online!

Chrome logo Add to Chrome

Firefox logo Add to Firefox

Picture for Serge Belongie

Serge Belongie

Cornell Tech

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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/ 

  Access Paper or Ask Questions

Spatiotemporal Contrastive Video Representation Learning


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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) 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

A Metric Learning Reality Check


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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Fine-grained Synthesis of Unrestricted Adversarial Examples


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


  Access Paper or Ask Questions

Neural Puppet: Generative Layered Cartoon Characters


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


  Access Paper or Ask Questions

Neural Naturalist: Generating Fine-Grained Image Comparisons


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

* Published at EMNLP 2019 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

Positional Normalization


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


  Access Paper or Ask Questions

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


  Access Paper or Ask Questions

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 

  Access Paper or Ask Questions

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


  Access Paper or Ask Questions