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MOCA: A Modular Object-Centric Approach for Interactive Instruction Following

Dec 06, 2020
Kunal Pratap Singh, Suvaansh Bhambri, Byeonghwi Kim, Roozbeh Mottaghi, Jonghyun Choi

* 10 pages, 5 figures 

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Learning Visual Representations for Transfer Learning by Suppressing Texture

Nov 04, 2020
Shlok Mishra, Anshul Shah, Ankan Bansal, Jonghyun Choi, Abhinav Shrivastava, Abhishek Sharma, David Jacobs


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Learning Architectures for Binary Networks

Feb 17, 2020
Kunal Pratap Singh, Dahyun Kim, Jonghyun Choi


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Learning to Super Resolve Intensity Images from Events

Dec 03, 2019
S. Mohammad Mostafavi I., Jonghyun Choi, Kuk-Jin Yoon


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Incremental Learning with Maximum Entropy Regularization: Rethinking Forgetting and Intransigence

Feb 03, 2019
Dahyun Kim, Jihwan Bae, Yeonsik Jo, Jonghyun Choi


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Training with the Invisibles: Obfuscating Images to Share Safely for Learning Visual Recognition Models

Jan 01, 2019
Tae-hoon Kim, Dongmin Kang, Kari Pulli, Jonghyun Choi


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ScreenerNet: Learning Self-Paced Curriculum for Deep Neural Networks

Jun 06, 2018
Tae-Hoon Kim, Jonghyun Choi

* curricular learning, deep learning, deep q-learning 

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Structured Set Matching Networks for One-Shot Part Labeling

Apr 03, 2018
Jonghyun Choi, Jayant Krishnamurthy, Aniruddha Kembhavi, Ali Farhadi

* one shot part labeling. CVPR 2018 accepted as spotlight presentation 

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ActionFlowNet: Learning Motion Representation for Action Recognition

Feb 16, 2018
Joe Yue-Hei Ng, Jonghyun Choi, Jan Neumann, Larry S. Davis

* WACV 2018 

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Mining Discriminative Triplets of Patches for Fine-Grained Classification

May 04, 2016
Yaming Wang, Jonghyun Choi, Vlad I. Morariu, Larry S. Davis


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Learning Temporal Regularity in Video Sequences

Apr 15, 2016
Mahmudul Hasan, Jonghyun Choi, Jan Neumann, Amit K. Roy-Chowdhury, Larry S. Davis

* CVPR 2016 

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Multi-Directional Multi-Level Dual-Cross Patterns for Robust Face Recognition

Aug 06, 2015
Changxing Ding, Jonghyun Choi, Dacheng Tao, Larry S. Davis

* accepted version to IEEE TPAMI 

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Comparing apples to apples in the evaluation of binary coding methods

Sep 27, 2014
Mohammad Rastegari, Shobeir Fakhraei, Jonghyun Choi, David Jacobs, Larry S. Davis


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