Candace Ross
12 papers · 2018–2025 · 8 venues · across top CS/AI venues
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vision-language model
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computer vision
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semantic parser
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language modeling
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question answering
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pre-trained language model
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demographic bia
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language model
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language acquisition
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multi-class classification
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visual reasoning
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natural language
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visual language grounding
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pearson correlation
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multimodal learning
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Papers
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data
EMNLP 2025
Improving Model Evaluation using SMART Filtering of Benchmark Datasets
NAACL 2025
Findings of the Second BabyLM Challenge: Sample-Efficient Pretraining on Developmentally Plausible Corpora
CoNLL 2024
Improving Geo-diversity of Generated Images with Contextualized Vendi Score Guidance
ECCV 2024
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision
AAAI 2024
FACET: Fairness in Computer Vision Evaluation Benchmark
ICCV 2023
Perturbation Augmentation for Fairer NLP
EMNLP 2022
Winoground: Probing Vision and Language Models for Visio-Linguistic Compositionality
CVPR 2022
Measuring Social Biases in Grounded Vision and Language Embeddings
NAACL 2021
Learning a natural-language to LTL executable semantic parser for grounded robotics
CoRL 2020
Grounding language acquisition by training semantic parsers using captioned videos
EMNLP 2018