Communities
Connect sessions
AI calendar
Organizations
Join Slack
Contact Sales
Search
Open menu
Home
Papers
2106.08503
Cited By
v1
v2 (latest)
Understanding and Evaluating Racial Biases in Image Captioning
16 June 2021
Dora Zhao
Angelina Wang
Olga Russakovsky
Re-assign community
ArXiv (abs)
PDF
HTML
Papers citing
"Understanding and Evaluating Racial Biases in Image Captioning"
39 / 89 papers shown
Inspecting the Geographical Representativeness of Images from Text-to-Image Models
IEEE International Conference on Computer Vision (ICCV), 2023
Aparna Basu
R. Venkatesh Babu
Danish Pruthi
DiffM
307
48
0
18 May 2023
Consensus and Subjectivity of Skin Tone Annotation for ML Fairness
Neural Information Processing Systems (NeurIPS), 2023
Candice Schumann
Gbolahan O. Olanubi
Auriel Wright
Ellis P. Monk
Courtney Heldreth
Susanna Ricco
281
34
0
16 May 2023
ImageCaptioner
2
^2
2
: Image Captioner for Image Captioning Bias Amplification Assessment
AAAI Conference on Artificial Intelligence (AAAI), 2023
Eslam Mohamed Bakr
Pengzhan Sun
Erran L. Li
Mohamed Elhoseiny
192
10
0
10 Apr 2023
Model-Agnostic Gender Debiased Image Captioning
Computer Vision and Pattern Recognition (CVPR), 2023
Yusuke Hirota
Yuta Nakashima
Noa Garcia
FaML
339
23
0
07 Apr 2023
Exposing and Mitigating Spurious Correlations for Cross-Modal Retrieval
Jae Myung Kim
A. Sophia Koepke
Cordelia Schmid
Zeynep Akata
253
43
0
06 Apr 2023
Uncurated Image-Text Datasets: Shedding Light on Demographic Bias
Computer Vision and Pattern Recognition (CVPR), 2023
Noa Garcia
Yusuke Hirota
Yankun Wu
Yuta Nakashima
EGVM
196
71
0
06 Apr 2023
A View From Somewhere: Human-Centric Face Representations
International Conference on Learning Representations (ICLR), 2023
Jerone T. A. Andrews
Przemyslaw K. Joniak
Alice Xiang
CVBM
176
11
0
30 Mar 2023
Metrics for Dataset Demographic Bias: A Case Study on Facial Expression Recognition
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), 2023
Iris Dominguez-Catena
D. Paternain
M. Galar
224
25
0
28 Mar 2023
Variation of Gender Biases in Visual Recognition Models Before and After Finetuning
Jaspreet Ranjit
Tianlu Wang
Baishakhi Ray
Vicente Ordonez
267
2
0
14 Mar 2023
Overwriting Pretrained Bias with Finetuning Data
IEEE International Conference on Computer Vision (ICCV), 2023
Angelina Wang
Olga Russakovsky
315
46
0
10 Mar 2023
Graph Neural Networks in Vision-Language Image Understanding: A Survey
The Visual Computer (TVC), 2023
Henry Senior
Greg Slabaugh
Shanxin Yuan
Luca Rossi
GNN
322
32
0
07 Mar 2023
Ethical Considerations for Responsible Data Curation
Neural Information Processing Systems (NeurIPS), 2023
Jerone T. A. Andrews
Dora Zhao
William Thong
Apostolos Modas
Orestis Papakyriakopoulos
Alice Xiang
418
30
0
07 Feb 2023
Switching to Discriminative Image Captioning by Relieving a Bottleneck of Reinforcement Learning
IEEE Workshop/Winter Conference on Applications of Computer Vision (WACV), 2022
Ukyo Honda
Taro Watanabe
Yuji Matsumoto
219
10
0
06 Dec 2022
Adaptive Testing of Computer Vision Models
IEEE International Conference on Computer Vision (ICCV), 2022
Irena Gao
Gabriel Ilharco
Scott M. Lundberg
Marco Tulio Ribeiro
VLM
264
46
0
06 Dec 2022
Fair contrastive pre-training for geographic image segmentation
AAAI/ACM Conference on AI, Ethics, and Society (AIES), 2022
Miaohui Zhang
R. Chunara
147
2
0
16 Nov 2022
Large-Scale Bidirectional Training for Zero-Shot Image Captioning
Taehoon Kim
Mark A Marsden
Pyunghwan Ahn
Sangyun Kim
Sihaeng Lee
Alessandra Sala
S. Kim
VLM
215
5
0
13 Nov 2022
Men Also Do Laundry: Multi-Attribute Bias Amplification
International Conference on Machine Learning (ICML), 2022
Dora Zhao
Jerone T. A. Andrews
Alice Xiang
FaML
287
29
0
21 Oct 2022
On Learning Fairness and Accuracy on Multiple Subgroups
Neural Information Processing Systems (NeurIPS), 2022
Changjian Shui
Gezheng Xu
Qi Chen
Jiaqi Li
Charles Ling
Tal Arbel
Boyu Wang
Christian Gagné
249
48
0
19 Oct 2022
Bias Mimicking: A Simple Sampling Approach for Bias Mitigation
Computer Vision and Pattern Recognition (CVPR), 2022
Maan Qraitem
Kate Saenko
Bryan A. Plummer
442
42
0
30 Sep 2022
HAPI: A Large-scale Longitudinal Dataset of Commercial ML API Predictions
Neural Information Processing Systems (NeurIPS), 2022
Lingjiao Chen
Zhihua Jin
Sabri Eyuboglu
Christopher Ré
Matei A. Zaharia
James Zou
209
9
0
18 Sep 2022
Distribution Aware Metrics for Conditional Natural Language Generation
International Conference on Language Resources and Evaluation (LREC), 2022
David M. Chan
Yiming Ni
David A. Ross
Sudheendra Vijayanarasimhan
Austin Myers
John F. Canny
358
4
0
15 Sep 2022
Every picture tells a story: Image-grounded controllable stylistic story generation
Holy Lovenia
Bryan Wilie
Romain Barraud
Samuel Cahyawijaya
Willy Chung
Pascale Fung
214
8
0
04 Sep 2022
CODER: Coupled Diversity-Sensitive Momentum Contrastive Learning for Image-Text Retrieval
European Conference on Computer Vision (ECCV), 2022
Haoran Wang
Dongliang He
Wenhao Wu
Boyang Xia
Min Yang
Fu Li
YunLong Yu
Zhong Ji
Errui Ding
Jingdong Wang
193
26
0
21 Aug 2022
GSRFormer: Grounded Situation Recognition Transformer with Alternate Semantic Attention Refinement
ACM Multimedia (ACM MM), 2022
Zhi-Qi Cheng
Qianwen Dai
Siyao Li
Teruko Mitamura
Alexander G. Hauptmann
277
47
0
18 Aug 2022
FairGRAPE: Fairness-aware GRAdient Pruning mEthod for Face Attribute Classification
European Conference on Computer Vision (ECCV), 2022
Xiao-Ze Lin
Seungbae Kim
Jungseock Joo
CVBM
243
47
0
22 Jul 2022
Gender Artifacts in Visual Datasets
IEEE International Conference on Computer Vision (ICCV), 2022
Nicole Meister
Dora Zhao
Angelina Wang
V. V. Ramaswamy
Ruth C. Fong
Olga Russakovsky
288
36
0
18 Jun 2022
Measuring Representational Harms in Image Captioning
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Angelina Wang
Solon Barocas
Kristen Laird
Hanna M. Wallach
215
60
0
14 Jun 2022
GIT: A Generative Image-to-text Transformer for Vision and Language
Jianfeng Wang
Zhengyuan Yang
Xiaowei Hu
Linjie Li
Kevin Qinghong Lin
Zhe Gan
Zicheng Liu
Ce Liu
Lijuan Wang
VLM
600
706
0
27 May 2022
Gender and Racial Bias in Visual Question Answering Datasets
Conference on Fairness, Accountability and Transparency (FAccT), 2022
Yusuke Hirota
Yuta Nakashima
Noa Garcia
FaML
467
60
0
17 May 2022
What's in a Caption? Dataset-Specific Linguistic Diversity and Its Effect on Visual Description Models and Metrics
David M. Chan
Austin Myers
Sudheendra Vijayanarasimhan
David A. Ross
Bryan Seybold
John F. Canny
196
7
0
12 May 2022
Subverting Fair Image Search with Generative Adversarial Perturbations
Conference on Fairness, Accountability and Transparency (FAccT), 2022
A. Ghosh
Matthew Jagielski
Chris L. Wilson
345
8
0
05 May 2022
Flamingo: a Visual Language Model for Few-Shot Learning
Neural Information Processing Systems (NeurIPS), 2022
Jean-Baptiste Alayrac
Jeff Donahue
Pauline Luc
Antoine Miech
Iain Barr
...
Mikolaj Binkowski
Ricardo Barreira
Oriol Vinyals
Andrew Zisserman
Karen Simonyan
MLLM
VLM
695
4,861
0
29 Apr 2022
Measuring Compositional Consistency for Video Question Answering
Computer Vision and Pattern Recognition (CVPR), 2022
Mona Gandhi
Mustafa Omer Gul
Eva Prakash
Madeleine Grunde-McLaughlin
Ranjay Krishna
Maneesh Agrawala
CoGe
217
17
0
14 Apr 2022
Quantifying Societal Bias Amplification in Image Captioning
Computer Vision and Pattern Recognition (CVPR), 2022
Yusuke Hirota
Yuta Nakashima
Noa Garcia
204
57
0
29 Mar 2022
A Prompt Array Keeps the Bias Away: Debiasing Vision-Language Models with Adversarial Learning
Hugo Elias Berg
Elizaveta Semenova
Brandon Smart
Wonsuk Yang
Hannah Rose Kirk
Aleksandar Shtedritski
Max Bain
VLM
350
131
0
22 Mar 2022
DALL-Eval: Probing the Reasoning Skills and Social Biases of Text-to-Image Generation Models
IEEE International Conference on Computer Vision (ICCV), 2022
Jaemin Cho
Abhaysinh Zala
Joey Tianyi Zhou
ViT
544
261
0
08 Feb 2022
A Systematic Study of Bias Amplification
Melissa Hall
Laurens van der Maaten
Laura Gustafson
Maxwell Jones
Aaron B. Adcock
303
91
0
27 Jan 2022
Topological Regularization for Dense Prediction
International Conference on Machine Learning and Applications (ICMLA), 2021
Deqing Fu
Bradley J. Nelson
MDE
146
0
0
22 Nov 2021
REVISE: A Tool for Measuring and Mitigating Bias in Visual Datasets
International Journal of Computer Vision (IJCV), 2020
Angelina Wang
Alexander Liu
Ryan Zhang
Anat Kleiman
Leslie Kim
Dora Zhao
Iroha Shirai
Arvind Narayanan
Olga Russakovsky
311
211
0
16 Apr 2020
Previous
1
2
