Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision

5 July 2021

Papers citing "Exploring Data Pipelines through the Process Lens: a Reference Model forComputer Vision"

11 / 11 papers shown

Title
Data and its (dis)contents: A survey of dataset development and use in machine learning research Amandalynne Paullada Inioluwa Deborah Raji Emily M. Bender Emily L. Denton A. Hanna 84 518 0 09 Dec 2020
Large image datasets: A pyrrhic win for computer vision? Vinay Uday Prabhu Abeba Birhane 52 362 0 24 Jun 2020
Cops-Ref: A new Dataset and Task on Compositional Referring Expression Comprehension Zhenfang Chen Peng Wang Lin Ma Kwan-Yee K. Wong Qi Wu ObjD 60 68 0 01 Mar 2020
Lessons from Archives: Strategies for Collecting Sociocultural Data in Machine Learning Eun Seo Jo Timnit Gebru 54 312 0 22 Dec 2019
Towards Fairer Datasets: Filtering and Balancing the Distribution of the People Subtree in the ImageNet Hierarchy Kaiyu Yang Klint Qinami Li Fei-Fei Jia Deng Olga Russakovsky 94 319 0 16 Dec 2019
AnimalWeb: A Large-Scale Hierarchical Dataset of Annotated Animal Faces M. H. Khan J. McDonagh Salman Khan M. Shahabuddin Aditya Arora Fahad Shahbaz Khan Ling Shao Georgios Tzimiropoulos CVBM 36 47 0 11 Sep 2019
Benchmarking Neural Network Robustness to Common Corruptions and Perturbations Dan Hendrycks Thomas G. Dietterich OOD VLM 109 3,399 0 28 Mar 2019
Datasheets for Datasets Timnit Gebru Jamie Morgenstern Briana Vecchione Jennifer Wortman Vaughan Hanna M. Wallach Hal Daumé Kate Crawford 219 2,158 0 23 Mar 2018
No Classification without Representation: Assessing Geodiversity Issues in Open Data Sets for the Developing World S. Shankar Yoni Halpern Eric Breck James Atwood Jimbo Wilson D. Sculley 53 293 0 22 Nov 2017
Reconfiguring the Imaging Pipeline for Computer Vision Mark Buckler Suren Jayasuriya Adrian Sampson 69 104 0 11 May 2017
Microsoft COCO: Common Objects in Context Nayeon Lee Michael Maire Serge J. Belongie Lubomir Bourdev Ross B. Girshick James Hays Pietro Perona Deva Ramanan C. L. Zitnick Piotr Dollár ObjD 283 43,290 0 01 May 2014