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Compositionality can be found almost everywhere one looks. It is manifest in as diverse a range of entities as objects around us, the languages we use, and even our actions and interactions with the world. My work involves exploring and exploiting the general nature of such compositionality, often across multiple modalities such as vision and language, to solve deep and complex problems in perception. I demonstrate such ability in a variety of domains including part-based structures, board games, and activity recognition. I also show evidence for a particular kind of compositionality in how the brain perceives the world, lending further credence to the ubiquity and utility of compositionality.
| Advisor: | Siskind, Jeffrey M. |
| Commitee: | Davis, Larry S., Givan, Robert L., Wilbur, Ronnie B. |
| School: | Purdue University |
| Department: | Electrical and Computer Engineering |
| School Location: | United States -- Indiana |
| Source: | DAI-B 76/02(E), Dissertation Abstracts International |
| Source Type: | DISSERTATION |
| Subjects: | Robotics, Artificial intelligence, Computer science |
| Keywords: | Grounding language in vision, Language, Robotics, Vision |
| Publication Number: | 3636477 |
| ISBN: | 978-1-321-18120-3 |
