UTCS Connecting Language Acquisition with Machine Perception

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Fall 2013 Meeting Time & Place

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Scheduled Meetings

DateTimePlacePaper
03/02/2015 12:00pm GDC 3.816 Thomas Kollar, Jayant Krishnamurthy, Grant Strimel
Toward Interactive Grounded Language Acquisition, Robotics: Science and Systems (RSS), 2013

* Future meetings subject to rearrangement.
* Please send in suggestions for new papers to discuss, or vote for a paper from the currently proposed papers.

Past Meetings

DateTimePlacePaper
02/23/2015 11:00am GDC 3.816 Subhashini Venugopalan, Huijuan Xu, Jeff Donahue, Marcus Rohrbach, Raymond Mooney, Kate Saenko
Translating Videos to Natural Language Using Deep Recurrent Neural Networks, arXiv, 2015
02/16/2015 12:00pm GDC 3.816 Jivko Sinapov, Connor Schenck, and Alexander Stoytchev
Learning relational object categories using behavioral exploration and multimodal perception, Robotics and Automation (ICRA), 2014
02/09/2015 11:00am GDC 3.816 Changsong Liu, Lanbo She, Rui Fang, Joyce Y. Chai
Probabilistic Labeling for Efficient Referential Grounding based on Collaborative Discourse, ACL 2014

* For older discussions, see Previous Discussions

Members

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Faculty

Student

Previous Members

Faculty

Student


Proposed Readings

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1.

Desmond Elliott and Frank Keller. Image Description using Visual Dependency Representations. EMNLP, 2013. (pdf)
(5 points: 7 up, 2 down)
2.

Micha Elsner, Hannah Rohde, Alasdair D. F. Clarke. Information Structure Prediction for Visual-world Referring Expressions. EACL, 2014. (pdf)
(1 points: 1 up, 0 down)
3.

Polina Kuznetsova, Vicente Ordonez, Alexander Berg, Tamara Berg, and Yejin Choi. Generalizing Image Captions for Image-Text Parallel Corpus. ACL, 2013. (pdf)
(1 points: 1 up, 0 down)
4.

Margaret Mitchell, Kees van Deemter, and Ehud Reiter. Generating Expressions that Refer to Visible Objects. NAACL, 2013. (pdf)
(1 points: 1 up, 0 down)
5.

Carina Silberer and Mirella Lapata. Learning Grounded Meaning Representations with Autoencoders. ACL (to appear), 2014. (pdf)
(0 points: 1 up, 1 down)
6.

Dieu Thu Le, Raffaella Bernardi, and Jasper Uijlings. Exploiting language models to recognize unseen actions. ACM ICMR, 2013. (url)
(0 points: 0 up, 0 down)
7.

Mark Yatskar, Svitlana Volkova, Asli Celikyilmaz, Bill Dolan, Luke Zettlemoyer. Learning to Relate Literal and Sentimental Descriptions of Visual Properties. NAACL, 2013. (pdf)
(0 points: 0 up, 0 down)
8.

Cam-Tu Nguyen, Natsuda Kaothanthong, Takeshi Tokuyama, and Xuan-Hieu Phan. A feature-word-topic model for image annotation and retrieval. TWEB, 2013. (url)
(0 points: 0 up, 0 down)
9.

C.L. Teo, Yezhou Yang, H. Daume, C. Fermuller, and Y. Aloimonos. Towards a watson that sees: Language-guided action recognition for robots. IEEE ICRA, 2012. (url)
(0 points: 0 up, 0 down)

If you find a certain paper interesting and would like to recommend reading, please feel free to let us know during the meeting or e-mail Jesse Thomason.


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