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Self-training for Few-shot Transfer Across Extreme Task Differences

Oct 15, 2020
Cheng Perng Phoo, Bharath Hariharan

* Under review as a conference paper at ICLR 2021 

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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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Wasserstein Distances for Stereo Disparity Estimation

Jul 06, 2020
Divyansh Garg, Yan Wang, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger, Wei-Lun Chao


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Train in Germany, Test in The USA: Making 3D Object Detectors Generalize

May 17, 2020
Yan Wang, Xiangyu Chen, Yurong You, Li Erran, 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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Learning Feature Descriptors using Camera Pose Supervision

Apr 28, 2020
Qianqian Wang, Xiaowei Zhou, Bharath Hariharan, Noah Snavely


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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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Extending and Analyzing Self-Supervised Learning Across Domains

Apr 24, 2020
Bram Wallace, Bharath Hariharan


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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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Revisiting Pose-Normalization for Fine-Grained Few-Shot Recognition

Apr 01, 2020
Luming Tang, Davis Wertheimer, Bharath Hariharan

* To appear in CVPR 2020 

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LDLS: 3-D Object Segmentation Through Label Diffusion From 2-D Images

Oct 30, 2019
Brian H. Wang, Wei-Lun Chao, Yan Wang, Bharath Hariharan, Kilian Q. Weinberger, Mark Campbell

* Accepted for publication in IEEE Robotics and Automation Letters with presentation at IROS 2019 

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When Does Self-supervision Improve Few-shot Learning?

Oct 08, 2019
Jong-Chyi Su, Subhransu Maji, Bharath Hariharan

* This is an updated version of "Boosting Supervision with Self-Supervision for Few-shot Learning" arXiv:1906.07079 

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On the Efficacy of Knowledge Distillation

Oct 03, 2019
Jang Hyun Cho, Bharath Hariharan

* ICCV 2019 
* 13 pages, including Appendix 

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Few-Shot Generalization for Single-Image 3D Reconstruction via Priors

Sep 03, 2019
Bram Wallace, Bharath Hariharan

* To appear in ICCV 2019 

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GeoStyle: Discovering Fashion Trends and Events

Aug 29, 2019
Utkarsh Mall, Kevin Matzen, Bharath Hariharan, Noah Snavely, Kavita Bala

* Accepted in ICCV 2019 

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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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Boosting Supervision with Self-Supervision for Few-shot Learning

Jun 17, 2019
Jong-Chyi Su, Subhransu Maji, Bharath Hariharan


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Pseudo-LiDAR++: Accurate Depth for 3D Object Detection in Autonomous Driving

Jun 14, 2019
Yurong You, Yan Wang, Wei-Lun Chao, Divyansh Garg, Geoff Pleiss, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger


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Few-Shot Learning with Localization in Realistic Settings

Apr 09, 2019
Davis Wertheimer, Bharath Hariharan

* Appearing in CVPR 2019 

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Pseudo-LiDAR from Visual Depth Estimation: Bridging the Gap in 3D Object Detection for Autonomous Driving

Jan 18, 2019
Yan Wang, Wei-Lun Chao, Divyansh Garg, Bharath Hariharan, Mark Campbell, Kilian Q. Weinberger


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A Deep-Learning-Based Fashion Attributes Detection Model

Oct 24, 2018
Menglin Jia, Yichen Zhou, Mengyun Shi, Bharath Hariharan


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Deep Fundamental Matrix Estimation without Correspondences

Oct 03, 2018
Omid Poursaeed, Guandao Yang, Aditya Prakash, Qiuren Fang, Hanqing Jiang, Bharath Hariharan, Serge Belongie

* ECCV 2018, Geometry Meets Deep Learning Workshop 

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Resource Aware Person Re-identification across Multiple Resolutions

Oct 02, 2018
Yan Wang, Lequn Wang, Yurong You, Xu Zou, Vincent Chen, Serena Li, Gao Huang, Bharath Hariharan, Kilian Q. Weinberger

* 8 pages, 8 figures, CVPR 2018 

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Low-shot learning with large-scale diffusion

Jun 15, 2018
Matthijs Douze, Arthur Szlam, Bharath Hariharan, Hervé Jégou


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Low-Shot Learning from Imaginary Data

Apr 03, 2018
Yu-Xiong Wang, Ross Girshick, Martial Hebert, Bharath Hariharan

* CVPR 2018 camera-ready version 

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Low-shot Visual Recognition by Shrinking and Hallucinating Features

Nov 04, 2017
Bharath Hariharan, Ross Girshick

* ICCV 2017 spotlight 

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Inferring and Executing Programs for Visual Reasoning

May 10, 2017
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Judy Hoffman, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick


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Feature Pyramid Networks for Object Detection

Apr 19, 2017
Tsung-Yi Lin, Piotr Doll√°r, Ross Girshick, Kaiming He, Bharath Hariharan, Serge Belongie


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Learning Features by Watching Objects Move

Apr 12, 2017
Deepak Pathak, Ross Girshick, Piotr Doll√°r, Trevor Darrell, Bharath Hariharan

* CVPR 2017 

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CLEVR: A Diagnostic Dataset for Compositional Language and Elementary Visual Reasoning

Dec 20, 2016
Justin Johnson, Bharath Hariharan, Laurens van der Maaten, Li Fei-Fei, C. Lawrence Zitnick, Ross Girshick


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