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Generating Rationales in Visual Question Answering

Apr 04, 2020
Hammad A. Ayyubi, Md. Mehrab Tanjim, Julian J. McAuley, Garrison W. Cottrell


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ReZero is All You Need: Fast Convergence at Large Depth

Mar 10, 2020
Thomas Bachlechner, Bodhisattwa Prasad Majumder, Huanru Henry Mao, Garrison W. Cottrell, Julian McAuley


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Improving Neural Story Generation by Targeted Common Sense Grounding

Aug 26, 2019
Huanru Henry Mao, Bodhisattwa Prasad Majumder, Julian McAuley, Garrison W. Cottrell


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LakhNES: Improving multi-instrumental music generation with cross-domain pre-training

Jul 10, 2019
Chris Donahue, Huanru Henry Mao, Yiting Ethan Li, Garrison W. Cottrell, Julian McAuley

* Published as a conference paper at ISMIR 2019 

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Deep-ESN: A Multiple Projection-encoding Hierarchical Reservoir Computing Framework

Nov 13, 2017
Qianli Ma, Lifeng Shen, Garrison W. Cottrell


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Belief Tree Search for Active Object Recognition

Aug 13, 2017
Mohsen Malmir, Garrison W. Cottrell

* IROS 2017 

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Recognizing and Curating Photo Albums via Event-Specific Image Importance

Jul 19, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Radomir Mech, Gavin Miller, Garrison W. Cottrell

* Accepted as oral in BMVC 2017 

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Hierarchical Cellular Automata for Visual Saliency

May 26, 2017
Yao Qin, Mengyang Feng, Huchuan Lu, Garrison W. Cottrell


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Skeleton Key: Image Captioning by Skeleton-Attribute Decomposition

Apr 23, 2017
Yufei Wang, Zhe Lin, Xiaohui Shen, Scott Cohen, Garrison W. Cottrell

* Accepted by CVPR 2017 

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A Single Model Explains both Visual and Auditory Precortical Coding

Apr 07, 2016
Honghao Shan, Matthew H. Tong, Garrison W. Cottrell


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Basic Level Categorization Facilitates Visual Object Recognition

Jan 07, 2016
Panqu Wang, Garrison W. Cottrell

* ICLR 2016 submission R1 

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Deep Active Object Recognition by Joint Label and Action Prediction

Dec 17, 2015
Mohsen Malmir, Karan Sikka, Deborah Forster, Ian Fasel, Javier R. Movellan, Garrison W. Cottrell


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Example Selection For Dictionary Learning

Mar 31, 2015
Tomoki Tsuchida, Garrison W. Cottrell


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