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Refinement of Observations under Budget Constraints in Active Learning
| Content Provider | Semantic Scholar |
|---|---|
| Author | Cebron, Nicolas |
| Copyright Year | 2010 |
| Abstract | This paper addresses a new challenge in active learning: objects are described in different levels of quality and we can obtain a better version of an object at a given cost. This setting is very useful in robotics, where computing and time resources are limited. We aim to improve and label only a few objects under a given budget in an active learning setting. |
| File Format | PDF HTM / HTML |
| Alternate Webpage(s) | http://users.isr.ist.utl.pt/~rmcantin/papersRSS10/1.pdf |
| Alternate Webpage(s) | http://www.icsi.berkeley.edu/pubs/vision/refinementof10.pdf |
| Language | English |
| Access Restriction | Open |
| Content Type | Text |
| Resource Type | Article |