Candace Ross

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 28

Top Topics

Semantic Parser

Computer Vision

Trec Collections

Top Venues

Publications

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)
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 (2024)
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 (2024)
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 (2024)
Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision. AAAI (2024)
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. FAccT (2024)
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 (2024)
Vipul Gupta, David Pantoja, Candace Ross, Adina Williams, Megan Ung
Changing Answer Order Can Decrease MMLU Accuracy. CoRR (2024)
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 (2024)
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 (2023)
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)
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 (2023)
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 (2023)
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)
Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross
Vision-Language Models Performing Zero-Shot Tasks Exhibit Gender-based Disparities. CoRR (2023)
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 (2023)
Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision. CoRR (2023)
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)
Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams
Perturbation Augmentation for Fairer NLP. EMNLP (2022)
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 (2022)
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 (2022)
Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams
Perturbation Augmentation for Fairer NLP. CoRR (2022)
Candace Ross, Boris Katz, Andrei Barbu
Measuring Social Biases in Grounded Vision and Language Embeddings. NAACL-HLT (2021)
Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu
Learning a natural-language to LTL executable semantic parser for grounded robotics. CoRR (2020)
Candace Ross, Boris Katz, Andrei Barbu
Measuring Social Biases in Grounded Vision and Language Embeddings. CoRR (2020)
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)
Candace Ross, Cheahuychou Mao, Boris Katz, Andrei Barbu
Learning Language from Vision. ViGIL@NeurIPS (2019)
Candace Ross, Andrei Barbu, Yevgeni Berzak, Battushig Myanganbayar, Boris Katz
Grounding language acquisition by training semantic parsers using captioned videos. EMNLP (2018)