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Publicly available datasets are one of the key drivers for commercial AI software.
80 Million Tiny Images: A Large Dataset for Nonparametric Object and Scene Recognition
Antonio Torralba, Rob Fergus, and William T Freeman. 2008 · 1970
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Analyzing Regulatory Rules for Privacy and Security Requirements
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Legal Requirements, Compliance and Practice: An Industry Case Study in Accessibility. In Proceedings of the 16th IEEE International Requirements Engineering Conference
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Automating the Extraction of Rights and Obligations for Regulatory Compliance. In Proceedings of the 27th International Conference on Conceptual Modeling, Barcelona, Spain, October 20-24
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License Integration Patterns: Addressing License Mismatches in Component-based Development. In Proceedings of the 31st International Conference on Software Engineering, ICSE, Vancouver, BC, Canada, May 16 - 24
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Learning Multiple Layers of Features from Tiny Images
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Automatic Checking of License Compliance. In The 26th IEEE International Conference on Software Maintenance
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A Method for Open Source License Compliance of Java Applications
Daniel German and Massimiliano Di Penta. 2012 · 2012
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Arguing regulatory compliance of software requirements
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The role of legal expertise in interpretation of legal requirements and definitions. In Proceedings of the 22nd International Requirements Engineering Conference (RE) . IEEE, 273–282
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Microsoft coco: Common objects in context. In European conference on computer vision . Springer, 740–755
Tsung-Yi Lin, Michael Maire, Serge Belongie, James Hays, Pietro Perona, Deva Ramanan, Piotr Dollár, and C Lawrence Zitnick. 2014 · 2014
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Study on the legal framework of text and data mining (TDM)
Jean-Paul Triaille, Jérôme de Meeûs d’Argenteuil, and Amélie de Francquen. 2014 · 2014
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Tracing Software Build Processes to Uncover License Compliance Inconsistencies. In Proceedings of the 29th ACM/IEEE International Conference on Automated Software Engineering
Sander Van Der Burg, Eelco Dolstra, Shane McIntosh, Julius Davies, Daniel M German, and Armijn Hemel. 2014 · 2014
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Multi-domain master data management: Advanced MDM and data governance in practice
Mark Allen and Dalton Cervo. 2015 · 2015
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The Cityscapes Dataset. In Proceedings of the 2015 CVPR Workshop on the Future of Datasets in Vision, Boston, MA, USA, June 11
Marius Cordts, Mohamed Omran, Sebastian Ramos, Timo Scharwächter, Markus Enzweiler, Rodrigo Benenson, Uwe Franke, Stefan Roth, and Bernt Schiele. 2015 · 2015
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Data augmentation for deep neural network acoustic modeling
Xiaodong Cui, Vaibhava Goel, and Brian Kingsbury. 2015 · 2015
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Understanding software artifact provenance
Michael W Godfrey. 2015 · 2015
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Imagenet large scale visual recognition challenge
Olga Russakovsky, Jia Deng, Hao Su, Jonathan Krause, Sanjeev Satheesh, Sean Ma, Zhiheng Huang, Andrej Karpathy, Aditya Khosla, Michael Bernstein, et al · 2015
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A Method to Detect License Inconsistencies in Large-scale Open Source Projects. In Proceedings of the 12th IEEE/ACM Working Conference on Mining Software Repositories
Yuhao Wu, Yuki Manabe, Tetsuya Kanda, Daniel M German, and Katsuro Inoue. 2015 · 2015
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GaiusT: Supporting the Extraction of Rights and Obligations for Regulatory Compliance
Nicola Zeni, Nadzeya Kiyavitskaya, Luisa Mich, James R Cordy, and John Mylopoulos. 2015 · 2015
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Data Ownership and Access to Data-Position Statement of the Max Planck Institute for Innovation and Competition of 16 August 2016 on the Current European Debate
Josef Drexl, Reto Hilty, Luc Desaunettes-Barbero, Franziska Greiner, Daria Kim, Heiko Richter, Gintare Surblyte, and Klaus Wiedemann. 2016 · 2016
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Automating the License Compatibility Process in Open Source Software with SPDX
Georgia M Kapitsaki, Frederik Kramer, and Nikolaos D Tselikas. 2017 · 2017
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Machine learning models that remember too much. In Proceedings of the 2017 ACM SIGSAC Conference on computer and communications security . 587–601
The Data that Transformed AI Research—and Possibly the World
Dave Gershgorn. 2017 · 2021
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GitHub’s automatic coding tool rests on untested legal ground
Dave Gershgorn. 2021 · 2021
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GitHub Copilot: Your AI pair programmer
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TensorFlow Hub. 2021 · 2021
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Luke Jones. 2021 · 2021
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The CIFAR-10 dataset
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Congzheng Song, Thomas Ristenpart, and Vitaly Shmatikov. 2017 · 2017
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Analysis of License Inconsistency in Large Collections of Open Source Projects
Yuhao Wu, Yuki Manabe, Tetsuya Kanda, Daniel M German, and Katsuro Inoue. 2017 · 2017
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Vggface2: A dataset for recognising faces across pose and age. In 2018 13th IEEE international conference on automatic face & gesture recognition (FG 2018)
Qiong Cao, Li Shen, Weidi Xie, Omkar M Parkhi, and Andrew Zisserman. 2018 · 2018
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A Marketplace for Data: An Algorithmic Solution. In Proceedings of the 20th ACM Conference on Economics and Computation, Phoenix, AZ, USA, June 24 - 28
Anish Agarwal, Munther Dahleh, and Tuhin Sarkar. 2019 · 2019
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Towards Standardization of Data Licenses: The Montreal Data License
Misha Benjamin, Paul Gagnon, Negar Rostamzadeh, Chris Pal, Yoshua Bengio, and Alex Shee. 2019 · 2019
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A style-based generator architecture for generative adversarial networks. In Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition . 4401–4410
Tero Karras, Samuli Laine, and Timo Aila. 2019 · 2019
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A survey on image data augmentation for deep learning
Connor Shorten and Taghi M Khoshgoftaar. 2019 · 2019
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Hype Cycle for Artificial Intelligence, 2019
Svetlana Sicular, Jim Hare, and Kenneth Brant. 2019 · 2019
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Alex Krizhevsky. 2021 · 2021
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Internet Archive Wayback Machine
Internet Archive Wayback Machine. 2021a · 2021
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Modzy. 2021 · 2021
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Government of Canada. 2021b · 2021
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Submission of the Office of the Privacy Commissioner of Canada on Bill C-11, the Digital Charter Implementation Act, 2020
Office of the Privacy Commissioner of Canada. 2021 · 2021
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More Information on Fair Use
US Copyright Office. 2021 · 2021
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Mitigating dataset harms requires stewardship: Lessons from 1000 papers
Kenny Peng, Arunesh Mathur, and Arvind Narayanan. 2021 · 2021
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