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 | 232 | 2022 |
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 | 112 | 2022 |
Perturbation augmentation for fairer nlp R Qian, C Ross, J Fernandes, E Smith, D Kiela, A Williams arXiv preprint arXiv:2205.12586, 2022 | 58 | 2022 |
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 | 51 | 2023 |
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 | 50 | 2020 |
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 | 26 | 2020 |
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 | 22 | 2018 |
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 | 10 | 2023 |
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 | 9 | 2023 |
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 | 3 | 2023 |
Improving Text-to-Image Consistency via Automatic Prompt Optimization O Mañas, P Astolfi, M Hall, C Ross, J Urbanek, A Williams, A Agrawal, ... arXiv preprint arXiv:2403.17804, 2024 | 1 | 2024 |
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 | 1 | 2023 |
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 | 1 | 2023 |
[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 |
Mixed Methodology to Predict Social Meaning for Decision Support BE Chin, CC Ross, MT Vanni, ... | | 2013 |