Candace Ross
12 papers · 2018–2025 · 8 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Academic Marathon (7) π Conference Polyglot (8) π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (28)
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Interdisciplinary Bridge
π
Academic Marathon
(7)
π§
Keyword Pioneer
π§¬
Topic Evolution
π
Trend Setter
π₯
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(6)
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Century Club
(12)
ποΈ
Keyword Collector
(57)
Conferences
EMNLP (3)
ICCV (2)
NAACL (2)
AAAI (1)
CONLL (1)
CORL (1)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
benchmark evaluation
(2)
language modeling
(2)
vision language
(2)
pretrained language model
(2)
question answering
(2)
computer vision
(2)
demographic bia
(2)
semantic parser
(2)
language model
(2)
language acquisition
(1)
multi-class classification
(1)
visual reasoning
(1)
data augmentation
(1)
natural language
(1)
visual language grounding
(1)
multimodal learning
(1)
embedding space
(1)
benchmark dataset
(1)
vision language model
(1)
diffusion model
(1)
Papers
Findings of the Third BabyLM Challenge: Accelerating Language Modeling Research with Cognitively Plausible Data
EMNLP 2025
DIMCIM: A Quantitative Evaluation Framework for Default-mode Diversity and Generalization in Text-to-Image Generative Models
ICCV 2025
Improving Model Evaluation using SMART Filtering of Benchmark Datasets
NAACL 2025
Leveraging Diffusion Perturbations for Measuring Fairness in Computer Vision
AAAI 2024
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
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