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Candace Ross
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2020 – today
- 2024
- [j1]Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano:
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity. Trans. Mach. Learn. Res. 2024 (2024) - [c9]Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela:
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision. AAAI 2024: 14220-14228 - [c8]Melissa Hall
, Samuel J. Bell
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. FAccT 2024: 585-601 - [i18]Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal:
Improving Text-to-Image Consistency via Automatic Prompt Optimization. CoRR abs/2403.17804 (2024) - [i17]Leshem Choshen, Ryan Cotterell, Michael Y. Hu, Tal Linzen, Aaron Mueller, Candace Ross, Alex Warstadt, Ethan Wilcox, Adina Williams, Chengxu Zhuang:
[Call for Papers] The 2nd BabyLM Challenge: Sample-efficient pretraining on a developmentally plausible corpus. CoRR abs/2404.06214 (2024) - [i16]Melissa Hall, Samuel J. Bell, Candace Ross, Adina Williams, Michal Drozdzal, Adriana Romero-Soriano:
Towards Geographic Inclusion in the Evaluation of Text-to-Image Models. CoRR abs/2405.04457 (2024) - [i15]Florian Bordes, Richard Yuanzhe Pang, Anurag Ajay, Alexander C. Li, Adrien Bardes, Suzanne Petryk, Oscar Mañas, Zhiqiu Lin, Anas Mahmoud, Bargav Jayaraman, Mark Ibrahim, Melissa Hall, Yunyang Xiong, Jonathan Lebensold, Candace Ross, Srihari Jayakumar, Chuan Guo, Diane Bouchacourt, Haider Al-Tahan, Karthik Padthe, Vasu Sharma, Hu Xu, Xiaoqing Ellen Tan, Megan Richards, Samuel Lavoie, Pietro Astolfi, Reyhane Askari Hemmat, Jun Chen, Kushal Tirumala, Rim Assouel, Mazda Moayeri, Arjang Talattof, Kamalika Chaudhuri, Zechun Liu, Xilun Chen, Quentin Garrido, Karen Ullrich, Aishwarya Agrawal, Kate Saenko, Asli Celikyilmaz, Vikas Chandra:
An Introduction to Vision-Language Modeling. CoRR abs/2405.17247 (2024) - [i14]Reyhane Askari Hemmat, Melissa Hall, Alicia Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano:
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance. CoRR abs/2406.04551 (2024) - [i13]Vipul Gupta, David Pantoja, Candace Ross, Adina Williams, Megan Ung:
Changing Answer Order Can Decrease MMLU Accuracy. CoRR abs/2406.19470 (2024) - 2023
- [c7]Laura Gustafson, Chloé Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross:
FACET: Fairness in Computer Vision Evaluation Benchmark. ICCV 2023: 20313-20325 - [c6]Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross:
Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups. ICCV (Workshops) 2023: 2770-2777 - [i12]Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross:
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities. CoRR abs/2301.11100 (2023) - [i11]Melissa Hall, Bobbie Chern, Laura Gustafson, Denisse Ventura, Harshad Kulkarni, Candace Ross, Nicolas Usunier:
Towards Reliable Assessments of Demographic Disparities in Multi-Label Image Classifiers. CoRR abs/2302.08572 (2023) - [i10]Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano:
DIG In: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity. CoRR abs/2308.06198 (2023) - [i9]Laura Gustafson, Chloé Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross:
FACET: Fairness in Computer Vision Evaluation Benchmark. CoRR abs/2309.00035 (2023) - [i8]Lili Yu, Bowen Shi, Ramakanth Pasunuru, Benjamin Muller, Olga Golovneva, Tianlu Wang, Arun Babu, Binh Tang, Brian Karrer, Shelly Sheynin, Candace Ross, Adam Polyak, Russell Howes, Vasu Sharma, Puxin Xu, Hovhannes Tamoyan, Oron Ashual, Uriel Singer, Shang-Wen Li, Susan Zhang, Richard James, Gargi Ghosh, Yaniv Taigman, Maryam Fazel-Zarandi, Asli Celikyilmaz, Luke Zettlemoyer, Armen Aghajanyan:
Scaling Autoregressive Multi-Modal Models: Pretraining and Instruction Tuning. CoRR abs/2309.02591 (2023) - [i7]Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela:
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision. CoRR abs/2311.15108 (2023) - 2022
- [b1]Candace Ross:
Learning Language with Multimodal Models. MIT, USA, 2022 - [c5]Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross:
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality. CVPR 2022: 5228-5238 - [c4]Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams:
Perturbation Augmentation for Fairer NLP. EMNLP 2022: 9496-9521 - [i6]Armen Aghajanyan, Bernie Huang, Candace Ross, Vladimir Karpukhin, Hu Xu, Naman Goyal, Dmytro Okhonko, Mandar Joshi, Gargi Ghosh, Mike Lewis, Luke Zettlemoyer:
CM3: A Causal Masked Multimodal Model of the Internet. CoRR abs/2201.07520 (2022) - [i5]Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross:
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality. CoRR abs/2204.03162 (2022) - [i4]Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams:
Perturbation Augmentation for Fairer NLP. CoRR abs/2205.12586 (2022) - 2021
- [c3]Candace Ross, Boris Katz, Andrei Barbu:
Measuring Social Biases in Grounded Vision and Language Embeddings. NAACL-HLT 2021: 998-1008 - 2020
- [c2]Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu:
Learning a natural-language to LTL executable semantic parser for grounded robotics. CoRL 2020: 1706-1718 - [i3]Candace Ross, Boris Katz, Andrei Barbu:
Measuring Social Biases in Grounded Vision and Language Embeddings. CoRR abs/2002.08911 (2020) - [i2]Christopher Wang
Learning a natural-language to LTL executable semantic parser for grounded robotics. CoRR abs/2008.03277 (2020)
2010 – 2019
- 2019
- [i1]Candace Ross, Cheahuychou Mao, Boris Katz, Andrei Barbu:
Learning Language from Vision. ViGIL@NeurIPS 2019 - 2018
- [c1]Candace Ross, Andrei Barbu, Yevgeni Berzak, Battushig Myanganbayar, Boris Katz:
Grounding language acquisition by training semantic parsers using captioned videos. EMNLP 2018: 2647-2656
Coauthor Index
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last updated on 2024-10-04 19:57 CEST by the dblp team
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