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Candace Ross
Candace Ross
Research Scientist, Meta AI
Verified email at meta.com
Title
Cited by
Cited by
Year
Winoground: Probing vision and language models for visio-linguistic compositionality
T Thrush, R Jiang, M Bartolo, A Singh, A Williams, D Kiela, C Ross
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
2402022
Cm3: A causal masked multimodal model of the internet
A Aghajanyan, B Huang, C Ross, V Karpukhin, H Xu, N Goyal, D Okhonko, ...
arXiv preprint arXiv:2201.07520, 2022
1132022
Perturbation augmentation for fairer nlp
R Qian, C Ross, J Fernandes, E Smith, D Kiela, A Williams
arXiv preprint arXiv:2205.12586, 2022
612022
Scaling autoregressive multi-modal models: Pretraining and instruction tuning
L Yu, B Shi, R Pasunuru, B Muller, O Golovneva, T Wang, A Babu, B Tang, ...
arXiv preprint arXiv:2309.02591 2 (3), 2023
542023
Measuring social biases in grounded vision and language embeddings
C Ross, B Katz, A Barbu
North American Chapter of the Association for Computational Linguistics, 2020
532020
Learning a natural-language to LTL executable semantic parser for grounded robotics
C Wang, C Ross, YL Kuo, B Katz, A Barbu
Conference on Robot Learning, 2020
262020
Grounding language acquisition by training semantic parsers using captioned videos
C Ross, A Barbu, Y Berzak, B Myanganbayar, B Katz
Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018
222018
Vision-language models performing zero-shot tasks exhibit gender-based disparities
M Hall, L Gustafson, A Adcock, I Misra, C Ross
arXiv preprint arXiv:2301.11100, 2023
112023
Facet: Fairness in computer vision evaluation benchmark
L Gustafson, C Rolland, N Ravi, Q Duval, A Adcock, CY Fu, M Hall, ...
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
102023
DIG In: Evaluating disparities in image generations with indicators for geographic diversity
M Hall, C Ross, A Williams, N Carion, M Drozdzal, AR Soriano
arXiv preprint arXiv:2308.06198, 2023
32023
Towards reliable assessments of demographic disparities in multi-label image classifiers
M Hall, B Chern, L Gustafson, D Ventura, H Kulkarni, C Ross, N Usunier
arXiv preprint arXiv:2302.08572, 2023
32023
Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups
M Hall, L Gustafson, A Adcock, I Misra, C Ross
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
22023
Improving Text-to-Image Consistency via Automatic Prompt Optimization
O Maņas, P Astolfi, M Hall, C Ross, J Urbanek, A Williams, A Agrawal, ...
arXiv preprint arXiv:2403.17804, 2024
12024
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models
M Hall, SJ Bell, C Ross, A Williams, M Drozdzal, AR Soriano
arXiv preprint arXiv:2405.04457, 2024
2024
[Call for Papers] The 2nd BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus
L Choshen, R Cotterell, MY Hu, T Linzen, A Mueller, C Ross, A Warstadt, ...
arXiv preprint arXiv:2404.06214, 2024
2024
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision
N Lui, B Chia, W Berrios, C Ross, D Kiela
Proceedings of the AAAI Conference on Artificial Intelligence 38 (13), 14220 …, 2024
2024
Learning Language with Multimodal Models
CC Ross
Massachusetts Institute of Technology, 2022
2022
Proceedings of the Third Workshop on Multimodal Artificial Intelligence
A Zadeh, LP Morency, PP Liang, C Ross, R Salakhutdinov, S Poria, ...
Proceedings of the Third Workshop on Multimodal Artificial Intelligence, 2021
2021
Learning Language from Vision.
C Ross, C Mao, B Katz, A Barbu
ViGIL@ NeurIPS, 2019
2019
Grounded semantic parsing using captioned videos
CC Ross
Massachusetts Institute of Technology, 2018
2018
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Articles 1–20