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Does Object Recognition Work for Everyone?

6 June 2019

Terrance Devries

Ishan Misra

Changhan Wang

Laurens van der Maaten

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Papers citing "Does Object Recognition Work for Everyone?"

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Title
CuRe: Cultural Gaps in the Long Tail of Text-to-Image Systems Aniket Rege Zinnia Nie Mahesh Ramesh Unmesh Raskar Zhuoran Yu Aditya Kusupati Yong Jae Lee Ramya Korlakai Vinayak 40 0 0 09 Jun 2025
Uncovering Cultural Representation Disparities in Vision-Language Models Ram Mohan Rao Kadiyala Siddhant Gupta Jebish Purbey Srishti Yadav Alejandro Salamanca Desmond Elliott 142 0 0 20 May 2025
CRAFT: Cultural Russian-Oriented Dataset Adaptation for Focused Text-to-Image Generation Viacheslav Vasilev V. Arkhipkin Julia Agafonova Tatiana Nikulina Evelina Mironova Alisa Shichanina Nikolai Gerasimenko Mikhail Shoytov Denis Dimitrov 127 0 0 07 May 2025
JEEM: Vision-Language Understanding in Four Arabic Dialects Karima Kadaoui Hanin Atwany Hamdan Al-Ali Abdelrahman Mohamed Ali Mekky Sergei Tilga Natalia Fedorova Ekaterina Artemova Hanan Aldarmaki Yova Kementchedjhieva VLM 96 4 0 27 Mar 2025
Attention IoU: Examining Biases in CelebA using Attention Maps Aaron Serianni Tyler Zhu Olga Russakovsky V. V. Ramaswamy 104 0 0 25 Mar 2025
Classification Drives Geographic Bias in Street Scene Segmentation Rahul Nair Gabriel Tseng Esther Rolf Bhanu Tokas Hannah Kerner 90 0 0 15 Dec 2024
Efficient Bias Mitigation Without Privileged Information Mateo Espinosa Zarlenga Swami Sankaranarayanan Jerone T. A. Andrews Z. Shams M. Jamnik Alice Xiang 132 3 0 26 Sep 2024
Misfitting With AI: How Blind People Verify and Contest AI Errors Rahaf Alharbi P. Lor Jaylin Herskovitz S. Schoenebeck Robin Brewer 76 14 0 13 Aug 2024
Fairness and Bias Mitigation in Computer Vision: A Survey Sepehr Dehdashtian Ruozhen He Yi Li Guha Balakrishnan Nuno Vasconcelos Vicente Ordonez Vishnu Boddeti 148 5 0 05 Aug 2024
Consent in Crisis: The Rapid Decline of the AI Data Commons Shayne Longpre Robert Mahari Ariel N. Lee Campbell Lund Hamidah Oderinwale ... Hanlin Li Daphne Ippolito Sara Hooker Jad Kabbara Sandy Pentland 131 43 0 20 Jul 2024
Resampled Datasets Are Not Enough: Mitigating Societal Bias Beyond Single Attributes Yusuke Hirota Jerone T. A. Andrews Dora Zhao Orestis Papakyriakopoulos Apostolos Modas Yuta Nakashima Alice Xiang 124 4 0 04 Jul 2024
Uplifting Lower-Income Data: Strategies for Socioeconomic Perspective Shifts in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 84 0 0 02 Jul 2024
CVLUE: A New Benchmark Dataset for Chinese Vision-Language Understanding Evaluation Yuxuan Wang Yijun Liu Fei Yu Chen Huang Kexin Li Zhiguo Wan Wanxiang Che VLM CoGe 81 5 0 01 Jul 2024
From Local Concepts to Universals: Evaluating the Multicultural Understanding of Vision-Language Models Mehar Bhatia Sahithya Ravi Aditya Chinchure EunJeong Hwang Vered Shwartz VLM 127 5 0 28 Jun 2024
See It from My Perspective: How Language Affects Cultural Bias in Image Understanding Amith Ananthram Elias Stengel-Eskin Carl Vondrick Joey Tianyi Zhou VLM 141 7 0 17 Jun 2024
Situated Ground Truths: Enhancing Bias-Aware AI by Situating Data Labels with SituAnnotate Delfina Sol Martinez Pandiani Valentina Presutti 91 1 0 10 Jun 2024
Multilingual Diversity Improves Vision-Language Representations Thao Nguyen Matthew Wallingford Sebastin Santy Wei-Chiu Ma Sewoong Oh Ludwig Schmidt Pang Wei Koh Ranjay Krishna VLM 77 6 0 27 May 2024
Automatic Data Curation for Self-Supervised Learning: A Clustering-Based Approach Huy V. Vo Vasil Khalidov Timothée Darcet Théo Moutakanni Nikita Smetanin ... Maxime Oquab Armand Joulin Hervé Jégou Patrick Labatut Piotr Bojanowski SSL 171 23 0 24 May 2024
No Filter: Cultural and Socioeconomic Diversity in Contrastive Vision-Language Models Angeline Pouget Lucas Beyer Emanuele Bugliarello Xiao Wang Andreas Steiner Xiao-Qi Zhai Ibrahim Alabdulmohsin VLM 97 9 0 22 May 2024
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models Melissa Hall Samuel J. Bell Candace Ross Adina Williams M. Drozdzal Adriana Romero Soriano EGVM 66 5 0 07 May 2024
Annotations on a Budget: Leveraging Geo-Data Similarity to Balance Model Performance and Annotation Cost Oana Ignat Longju Bai Joan Nwatu Rada Mihalcea 76 6 0 12 Mar 2024
CLIP the Bias: How Useful is Balancing Data in Multimodal Learning? Ibrahim Alabdulmohsin Xiao Wang Andreas Steiner Priya Goyal Alexander DÁmour Xiao-Qi Zhai 84 21 0 07 Mar 2024
A Unified Framework and Dataset for Assessing Societal Bias in Vision-Language Models Ashutosh Sathe Prachi Jain Sunayana Sitaram 115 2 0 21 Feb 2024
The Visual Experience Dataset: Over 200 Recorded Hours of Integrated Eye Movement, Odometry, and Egocentric Video Michelle R. Greene Benjamin Balas M. Lescroart Paul MacNeilage Jennifer A. Hart ... Matthew W. Shinkle Wentao Si Brian Szekely Joaquin M. Torres Eliana Weissmann MDE 57 4 0 15 Feb 2024
Multi-group Learning for Hierarchical Groups Samuel Deng Daniel Hsu AI4CE 106 1 0 01 Feb 2024
Digital Divides in Scene Recognition: Uncovering Socioeconomic Biases in Deep Learning Systems Michelle R. Greene Mariam Josyula Wentao Si Jennifer A. Hart 111 0 0 23 Jan 2024
Incorporating Geo-Diverse Knowledge into Prompting for Increased Geographical Robustness in Object Recognition Kyle Buettner Sina Malakouti Xiang Lorraine Li Adriana Kovashka 128 3 0 03 Jan 2024
Multitask Learning Can Improve Worst-Group Outcomes Atharva Kulkarni Lucio Dery Amrith Rajagopal Setlur Aditi Raghunathan Ameet Talwalkar Graham Neubig 96 2 0 05 Dec 2023
Classification for everyone : Building geography agnostic models for fairer recognition Akshat Jindal Shreya Singh Soham Gadgil 63 5 0 05 Dec 2023
Bridging the Digital Divide: Performance Variation across Socio-Economic Factors in Vision-Language Models Joan Nwatu Oana Ignat Rada Mihalcea 82 11 0 09 Nov 2023
The Data Provenance Initiative: A Large Scale Audit of Dataset Licensing & Attribution in AI Shayne Longpre Robert Mahari Anthony Chen Naana Obeng-Marnu Damien Sileo ... K. Bollacker Tongshuang Wu Luis Villa Sandy Pentland Sara Hooker 98 65 0 25 Oct 2023
On Responsible Machine Learning Datasets with Fairness, Privacy, and Regulatory Norms S. Mittal K. Thakral Richa Singh Mayank Vatsa Tamar Glaser Cristian Canton Ferrer Tal Hassner FaML 66 3 0 24 Oct 2023
Survey of Social Bias in Vision-Language Models Nayeon Lee Yejin Bang Holy Lovenia Samuel Cahyawijaya Wenliang Dai Pascale Fung VLM 142 19 0 24 Sep 2023
FACET: Fairness in Computer Vision Evaluation Benchmark Laura Gustafson Chloe Rolland Nikhila Ravi Quentin Duval Aaron B. Adcock Cheng-Yang Fu Melissa Hall Candace Ross VLM EGVM 127 40 0 31 Aug 2023
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall Candace Ross Adina Williams Nicolas Carion M. Drozdzal Adriana Romero Soriano EGVM 75 7 0 11 Aug 2023
Assessing Systematic Weaknesses of DNNs using Counterfactuals Sujan Sai Gannamaneni Michael Mock Maram Akila AAML 68 4 0 03 Aug 2023
A semantics-driven methodology for high-quality image annotation Fausto Giunchiglia Mayukh Bagchi Xiaolei Diao 80 4 0 26 Jul 2023
Does Progress On Object Recognition Benchmarks Improve Real-World Generalization? Megan Richards Polina Kirichenko Diane Bouchacourt Mark Ibrahim VLM 101 13 0 24 Jul 2023
DISPEL: Domain Generalization via Domain-Specific Liberating Chia-Yuan Chang Yu-Neng Chuang Guanchu Wang Mengnan Du Zou Na 54 6 0 14 Jul 2023
A Comprehensive Analysis of Blockchain Applications for Securing Computer Vision Systems M. Ramalingam C. Selvi Nancy Victor Rajeswari Chengoden S. Bhattacharya ... Duehee Lee Md. Jalil Piran Neelu Khare Gokul Yenduri Thippa Reddy Gadekallu 80 7 0 13 Jul 2023
Scaling Laws Do Not Scale Fernando Diaz Michael A. Madaio 115 12 0 05 Jul 2023
Babel-ImageNet: Massively Multilingual Evaluation of Vision-and-Language Representations Gregor Geigle Radu Timofte Goran Glavaš VLM MLLM 68 5 0 14 Jun 2023
Retrieval-Enhanced Contrastive Vision-Text Models Ahmet Iscen Mathilde Caron Alireza Fathi Cordelia Schmid CLIP VLM 111 28 0 12 Jun 2023
Safety and Fairness for Content Moderation in Generative Models Susan Hao Piyush Kumar Sarah Laszlo Shivani Poddar Bhaktipriya Radharapu Renee Shelby EGVM 85 21 0 09 Jun 2023
ICON $^2$ : Reliably Benchmarking Predictive Inequity in Object Detection Sruthi Sudhakar Viraj Prabhu Olga Russakovsky Judy Hoffman 60 2 0 07 Jun 2023
PaLI-X: On Scaling up a Multilingual Vision and Language Model Xi Chen Josip Djolonga Piotr Padlewski Basil Mustafa Soravit Changpinyo ... Mojtaba Seyedhosseini A. Angelova Xiaohua Zhai N. Houlsby Radu Soricut VLM 164 203 0 29 May 2023
Balancing the Picture: Debiasing Vision-Language Datasets with Synthetic Contrast Sets Brandon Smith Miguel Farinha Elizaveta Semenova Hannah Rose Kirk Aleksandar Shtedritski Max Bain 92 19 0 24 May 2023
Inspecting the Geographical Representativeness of Images from Text-to-Image Models Aparna Basu R. Venkatesh Babu Danish Pruthi DiffM 128 40 0 18 May 2023
Distribution-aware Fairness Test Generation Sai Sathiesh Rajan E. Soremekun Yves Le Traon Sudipta Chattopadhyay 126 1 0 08 May 2023
Incremental Image Labeling via Iterative Refinement Fausto Giunchiglia Xiaolei Diao Mayukh Bagchi 28 1 0 18 Apr 2023