Large image datasets: A pyrrhic win for computer vision?

24 June 2020

Papers citing "Large image datasets: A pyrrhic win for computer vision?"

16 / 66 papers shown

Title
Going Grayscale: The Road to Understanding and Improving Unlearnable Examples Zhuoran Liu Zhengyu Zhao A. Kolmus Tijn Berns Twan van Laarhoven Tom Heskes Martha Larson AAML 27 6 0 25 Nov 2021
Availability Attacks Create Shortcuts Da Yu Huishuai Zhang Wei Chen Jian Yin Tie-Yan Liu AAML 18 57 0 01 Nov 2021
Improving Fractal Pre-training Connor Anderson Ryan Farrell 80 27 0 06 Oct 2021
The five Is: Key principles for interpretable and safe conversational AI M. Wahde M. Virgolin 34 5 0 31 Aug 2021
Retiring Adult: New Datasets for Fair Machine Learning Frances Ding Moritz Hardt John Miller Ludwig Schmidt 40 427 0 10 Aug 2021
Can You Hear It? Backdoor Attacks via Ultrasonic Triggers Stefanos Koffas Jing Xu Mauro Conti S. Picek AAML 9 66 0 30 Jul 2021
A Survey on Bias in Visual Datasets Simone Fabbrizzi Symeon Papadopoulos Eirini Ntoutsi Y. Kompatsiaris 121 121 0 16 Jul 2021
The Values Encoded in Machine Learning Research Abeba Birhane Pratyusha Kalluri Dallas Card William Agnew Ravit Dotan Michelle Bao 16 273 0 29 Jun 2021
Understanding and Evaluating Racial Biases in Image Captioning Dora Zhao Angelina Wang Olga Russakovsky 16 134 0 16 Jun 2021
GitTables: A Large-Scale Corpus of Relational Tables Madelon Hulsebos cCaugatay Demiralp Paul T. Groth LMTD 15 83 0 14 Jun 2021
A Study of Face Obfuscation in ImageNet Kaiyu Yang Jacqueline Yau Li Fei-Fei Jia Deng Olga Russakovsky PICV CVBM 17 144 0 10 Mar 2021
Pre-training without Natural Images Hirokatsu Kataoka Kazushige Okayasu Asato Matsumoto Eisuke Yamagata Ryosuke Yamada Nakamasa Inoue Akio Nakamura Y. Satoh 79 116 0 21 Jan 2021
Unlearnable Examples: Making Personal Data Unexploitable Hanxun Huang Xingjun Ma S. Erfani James Bailey Yisen Wang MIACV 136 190 0 13 Jan 2021
Pitfalls in Machine Learning Research: Reexamining the Development Cycle Stella Biderman Walter J. Scheirer 13 26 0 04 Nov 2020
Measuring the Algorithmic Efficiency of Neural Networks Danny Hernandez Tom B. Brown 226 94 0 08 May 2020
PULSE: Self-Supervised Photo Upsampling via Latent Space Exploration of Generative Models Sachit Menon Alexandru Damian Shijia Hu Nikhil Ravi Cynthia Rudin OOD DiffM 192 540 0 08 Mar 2020