Search Results

A deep active learning system for species identification and counting in camera trap images

• Authors : Norouzzadeh, Mohammad Sadegh; Morris, Dan; Beery, Sara

Subjects: active learning; camera trap images; computer vision

• Source: Methods in Ecology and Evolution, 12(1), 150-161, (2021-01)

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Biomimicry of Blue Morpho butterfly wings: An introduction to nanotechnology through an interdisciplinary science education module

• Authors : Kirya, Paula; Chen, Eric; Achterman, Marina

Subjects: active learning; biomimicry; cross-disciplinary education

• Source: Journal of the Society for Information Display, 29(11), 896-915, (2021-11)

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Benchmarking the Acceleration of Materials Discovery by Sequential Learning

• Authors : Rohr, Brian; Stein, Helge S.; Guevarra, Dan

Subjects: active learning; autonomous science; oxygen evolution reaction

• Source: Chemical Science, 11(10), 2696-2706, (2020-03-14)

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Deep Active Learning for Named Entity Recognition

• Authors : Shen, Yanyao; Yun, Hyokun; Lipton, Zachary C.

Subjects: active learning; deep learning; named entity recognition

• Source: 6th International Conference on Learning Representations (ICLR 2018), Vancouver, Canada, 30 April-3 May 2018

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Active Learning of Spin Network Models

• Authors : Jiang, Jialong; Sivak, David A.; Thomson, Matt

Subjects: Network; Inference; Active Learning

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Near-optimal Bayesian active learning with correlated and noisy tests

• Authors : Chen, Yuxin; Hassani, S. Hamed; Krause, Andreas

Subjects: Bayesian active learning; information gathering; decision making

• Source: Electronic Journal of Statistics, 11(2), 4969-5017, (2017-12-15)

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Entropy-based active learning for object recognition

• Authors : Holub, Alex; Perona, Pietro; Burl, Michael C.

Subjects: Web image-search queries; autonomous agent; entropy-based active learning

• Source: IEEE Conference on Computer Vision and Pattern Recognition, Anchorage, AK, Jun. 23-28, 2008

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Navigating the protein fitness landscape with Gaussian processes

• Authors : Romero, Philip A.; Krause, Andreas; Arnold, Frances H.

Subjects: protein engineering; recombination; machine learning

• Source: Proceedings of the National Academy of Sciences of the United States of America, 110(3), E193-E201, (2013-01-15)

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SCHEMA-Designed Variants of Human Arginase I and II Reveal Sequence Elements Important to Stability and Catalysis

• Authors : Romero, Philip A.; Stone, Everett; Lamb, Candice

Subjects: enzyme engineering; arginase; homologous recombination

• Source: ACS Synthetic Biology, 1(6), 221-228, (2012-06-15)

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Optimizing Sensing: From Water to the Web

• Authors : Krause, Andreas; Guestrin, Carlos

Subjects: Active learning; Blogs; Environmental monitoring

• Source: Computer, 42(8), 38-45, (2009-08-07)

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