Ross, Candace

12 publications

TMLR 2025 A Shortcut-Aware Video-QA Benchmark for Physical Understanding via Minimal Video Pairs Benno Krojer, Mojtaba Komeili, Candace Ross, Quentin Garrido, Koustuv Sinha, Nicolas Ballas, Mido Assran

ICCV 2025 DIMCIM: A Quantitative Evaluation Framework for Default-Mode Diversity and Generalization in Text-to-Image Generative Models Revant Teotia, Candace Ross, Karen Ullrich, Sumit Chopra, Adriana Romero-Soriano, Melissa Hall, Matthew Muckley

NeurIPS 2025 What’s in Common? Multimodal Models Hallucinate When Reasoning Across Scenes Candace Ross, Florian Bordes, Adina Williams, Polina Kirichenko, Mark Ibrahim

TMLR 2024 DIG in: Evaluating Disparities in Image Generations with Indicators for Geographic Diversity Melissa Hall, Candace Ross, Adina Williams, Nicolas Carion, Michal Drozdzal, Adriana Romero-Soriano

ECCV 2024 Improving Geo-Diversity of Generated Images with Contextualized Vendi Score Guidance Reyhane Askari Hemmat, Melissa Hall, Alicia Yi Sun, Candace Ross, Michal Drozdzal, Adriana Romero-Soriano

TMLR 2024 Improving Text-to-Image Consistency via Automatic Prompt Optimization Oscar Mañas, Pietro Astolfi, Melissa Hall, Candace Ross, Jack Urbanek, Adina Williams, Aishwarya Agrawal, Adriana Romero-Soriano, Michal Drozdzal

AAAI 2024 Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision Nicholas Lui, Bryan Chia, William Berrios, Candace Ross, Douwe Kiela

ICCV 2023 FACET: Fairness in Computer Vision Evaluation Benchmark Laura Gustafson, Chloe Rolland, Nikhila Ravi, Quentin Duval, Aaron Adcock, Cheng-Yang Fu, Melissa Hall, Candace Ross

ICCVW 2023 Vision-Language Models Performing Zero-Shot Tasks Exhibit Disparities Between Gender Groups Melissa Hall, Laura Gustafson, Aaron Adcock, Ishan Misra, Candace Ross

NeurIPSW 2022 Perturbation Augmentation for Fairer NLP Rebecca Qian, Candace Ross, Jude Fernandes, Eric Michael Smith, Douwe Kiela, Adina Williams

CVPR 2022 Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality Tristan Thrush, Ryan Jiang, Max Bartolo, Amanpreet Singh, Adina Williams, Douwe Kiela, Candace Ross

CoRL 2020 Learning a Natural-Language to LTL Executable Semantic Parser for Grounded Robotics Christopher Wang, Candace Ross, Yen-Ling Kuo, Boris Katz, Andrei Barbu