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Microtask crowdsourcing has enabled dataset advances in social science and machine learning, but existing crowdsourcing schemes are too expensive to scale up with the expanding volume of data.
Zensors: Adaptive, Rapidly Deployable, Human-Intelligent Sensor Feeds. In Proceedings of the 33rd Annual ACM Conference on Human Factors in Computing Systems
Gierad Laput, Walter S Lasecki, Jason Wiese, Robert Xiao, Jeffrey P Bigham, and Chris Harrison. 2015 · 1944
Earlier work this paper cites.
Recognition memory for a rapid sequence of pictures
Mary C Potter and Ellen I Levy. 1969 · 1969
Earlier work this paper cites.
Short-term conceptual memory for pictures
Mary C Potter. 1976 · 1976
Earlier work this paper cites.
The psychology of human-computer interaction
Stuart K Card, Allen Newell, and Thomas P Moran. 1983 · 1983
Earlier work this paper cites.
Attention gating in short-term visual memory
Adam Reeves and George Sperling. 1986 · 1986
Earlier work this paper cites.
From detection to identification: Response to multiple targets in rapid serial visual presentation
Donald E Broadbent and Margaret HP Broadbent. 1987 · 1987
Earlier work this paper cites.
Dynamics of automatic and controlled visual attention
Erich Weichselgartner and George Sperling. 1987 · 1987
Earlier work this paper cites.
Contextual correlates of semantic similarity
George A Miller and Walter G Charles. 1991 · 1991
Earlier work this paper cites.
Guest Editorial
David D. Lewis and Philip J. Hayes. 1994 · 1994
Earlier work this paper cites.
Knowledge Discovery in Large Image Databases: Dealing with Uncertainties in Ground Truth.. In KDD Workshop
Padhraic Smyth, Michael C Burl, Usama M Fayyad, and Pietro Perona. 1994 · 1994
Earlier work this paper cites.
Inferring ground truth from subjective labelling of venus images
Padhraic Smyth, Usama Fayyad, Michael Burl, Pietro Perona, and Pierre Baldi. 1995 · 1995
Earlier work this paper cites.
BoosTexter: A boosting-based system for text categorization
Robert E Schapire and Yoram Singer. 2000 · 2000
Earlier work this paper cites.
Rapid natural scene categorization in the near absence of attention
Fei Fei Li, Rufin VanRullen, Christof Koch, and Pietro Perona. 2002 · 2002
Earlier work this paper cites.
WebThumb: interaction techniques for small-screen browsers. In Proceedings of the 15th annual ACM symposium on User interface software and technology
Jacob O Wobbrock, Jodi Forlizzi, Scott E Hudson, and Brad A Myers. 2002 · 2002
Earlier work this paper cites.
Detecting emotion in music. In ISMIR
Tao Li and Mitsunori Ogihara. 2003 · 2003
Earlier work this paper cites.
What do we perceive in a glance of a real-world scene?
Li Fei-Fei, Asha Iyer, Christof Koch, and Pietro Perona. 2007 · 2007
Earlier work this paper cites.
Cascade: Crowdsourcing taxonomy creation. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Lydia B Chilton, Greg Little, Darren Edge, Daniel S Weld, and James A Landay. 2013 · 2008
Earlier work this paper cites.
Crowdsourcing user studies with Mechanical Turk. In Proceedings of the SIGCHI conference on human factors in computing systems
Aniket Kittur, Ed H Chi, and Bongwon Suh. 2008 · 2008
Earlier work this paper cites.
Opinion mining and sentiment analysis
Bo Pang and Lillian Lee. 2008 · 2008
Earlier work this paper cites.
Get another label? improving data quality and data mining using multiple, noisy labelers. In Proceedings of the 14th ACM SIGKDD international conference on Knowledge discovery and data mining
Victor S Sheng, Foster Provost, and Panagiotis G Ipeirotis. 2008 · 2008
Earlier work this paper cites.
Cheap and fast—but is it good?: evaluating non-expert annotations for natural language tasks. In Proceedings of the conference on empirical methods in natural language processing
Rion Snow, Brendan O’Connor, Daniel Jurafsky, and Andrew Y Ng. 2008 · 2008
Earlier work this paper cites.
Imagenet: A large-scale hierarchical image database. In Computer Vision and Pattern Recognition, 2009. CVPR 2009. IEEE Conference on
Jia Deng, Wei Dong, Richard Socher, Li-Jia Li, Kai Li, and Li Fei-Fei. 2009 · 2009
Earlier work this paper cites.
Predicting tie strength with social media. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Eric Gilbert and Karrie Karahalios. 2009 · 2009
Earlier work this paper cites.
Soylent: a word processor with a crowd inside. In Proceedings of the 23nd annual ACM symposium on User interface software and technology
Michael S Bernstein, Greg Little, Robert C Miller, Björn Hartmann, Mark S Ackerman, David R Karger, David Crowell, and Katrina Panovich. 2010 · 2010
Earlier work this paper cites.
Visual recognition with humans in the loop
Steve Branson, Catherine Wah, Florian Schroff, Boris Babenko, Peter Welinder, Pietro Perona, and Serge Belongie. 2010 · 2010
Earlier work this paper cites.
Analyzing the Amazon Mechanical Turk Marketplace
Panagiotis G Ipeirotis. 2010 · 2010
Cited alongside, same era.
Quality management on amazon mechanical turk. In Proceedings of the ACM SIGKDD workshop on human computation
Panagiotis G Ipeirotis, Foster Provost, and Jing Wang. 2010 · 2010
Cited alongside, same era.
Decision-theoretic control of crowd-sourced workflows. In In the 24th AAAI Conference on Artificial Intelligence (AAAI’10
Mausam Daniel Peng Dai and S Weld. 2010 · 2010
Cited alongside, same era.
Far-sighted active learning on a budget for image and video recognition. In Computer Vision and Pattern Recognition (CVPR), 2010 IEEE Conference on
Sudheendra Vijayanarasimhan, Prateek Jain, and Kristen Grauman. 2010 · 2010
Cited alongside, same era.
The multidimensional wisdom of crowds. In Advances in neural information processing systems
Peter Welinder, Steve Branson, Pietro Perona, and Serge J Belongie. 2010 · 2010
Cited alongside, same era.
Webzeitgeist: design mining the web. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Ranjitha Kumar, Arvind Satyanarayan, Cesar Torres, Maxine Lim, Salman Ahmad, Scott R Klemmer, and Jerry O Talton. 2013 · 2013
Later among the works it cites.
Square: A benchmark for research on computing crowd consensus. In First AAAI Conference on Human Computation and Crowdsourcing
Aashish Sheshadri and Matthew Lease. 2013 · 2013
Later among the works it cites.
Efficiently scaling up crowdsourced video annotation
Carl Vondrick, Donald Patterson, and Deva Ramanan. 2013 · 2013
Later among the works it cites.
Active annotation translation. In Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on
Steve Branson, Kristjan Eldjarn Hjorleifsson, and Pietro Perona. 2014 · 2014
Later among the works it cites.
Scalable multi-label annotation. In Proceedings of the SIGCHI Conference on Human Factors in Computing Systems
Jia Deng, Olga Russakovsky, Jonathan Krause, Michael S Bernstein, Alex Berg, and Li Fei-Fei. 2014 · 2014
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Michael S Bernstein, Joel Brandt, Robert C Miller, and David R Karger. 2011 · 2011
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David R Karger, Sewoong Oh, and Devavrat Shah. 2011 · 2011
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Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
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Cited alongside, same era.
Later among the works it cites.
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Ethan Fast, Daniel Steffee, Lucy Wang, Joel R Brandt, and Michael S Bernstein. 2014 · 2014
Later among the works it cites.
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Ross Girshick, Jeff Donahue, Trevor Darrell, and Jagannath Malik. 2014 · 2014
Later among the works it cites.
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Later among the works it cites.
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Liang Liang and Kristen Grauman. 2014 · 2014
Later among the works it cites.
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Later among the works it cites.
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David Martin, Benjamin V Hanrahan, Jacki O’Neill, and Neha Gupta. 2014 · 2014
Later among the works it cites.
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Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, Alexander C Berg, and Fei-Fei Li. 2014 · 2014
Later among the works it cites.
Crowdsourcing a reverberation descriptor map. In Proceedings of the ACM International Conference on Multimedia
Prem Seetharaman and Bryan Pardo. 2014 · 2014
Later among the works it cites.
Very Deep Convolutional Networks for Large-Scale Image Recognition
K. Simonyan and A. Zisserman. 2014 · 2014
Later among the works it cites.
Show and tell: A neural image caption generator
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Later among the works it cites.
Similarity comparisons for interactive fine-grained categorization. In Computer Vision and Pattern Recognition (CVPR), 2014 IEEE Conference on
Catherine Wah, Grant Van Horn, Steve Branson, Subhrajyoti Maji, Pietro Perona, and Serge Belongie. 2014 · 2014
Later among the works it cites.
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Later among the works it cites.
Cognitive workload changes for nurses transitioning from a legacy system with paper documentation to a commercial electronic health record
Lacey Colligan, Henry WW Potts, Chelsea T Finn, and Robert A Sinkin. 2015 · 2015
Later among the works it cites.
Basic level category structure emerges gradually across human ventral visual cortex
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Later among the works it cites.
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Later among the works it cites.
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Niloufar Salehi, Lilly C Irani, and Michael S Bernstein. 2015 · 2015
Later among the works it cites.
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