Massiceti, Daniela

Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors

Theodorou, L., Massiceti, D., Zintgraf, L., Stumpf, S., Morrison, C., Cutrell, E., Harris, M. T., & Hofmann, K. (2021) · Proceedings of the 23rd International ACM SIGACCESS Conference on Computers and Accessibility

Assistive Technology in Communication and MobilityDigital Accessibility for Disabilities

Cited by 42

Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision

Morrison, C., Grayson, M., Marques, R. F., Massiceti, D., Longden, C., Wen, L., & Cutrell, E. (2023) · The 25th International ACM SIGACCESS Conference on Computers and Accessibility

Digital Accessibility for DisabilitiesAssistive Technology in Communication and Mobility

Cited by 38

ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition

Massiceti, D., Zintgraf, L., Bronskill, J., Theodorou, L., Harris, M. T., Cutrell, E., Morrison, C., Hofmann, K., & Stumpf, S. (2021) · 2021 IEEE/CVF International Conference on Computer Vision (ICCV)

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 33

Explaining CLIP's performance disparities on data from blind/low vision users

Massiceti, D., Longden, C., Słowik, A., Wills, S., Grayson, M., & Morrison, C. (2023) · arXiv

Multimodal Machine Learning ApplicationsAssistive Technology in Communication and Mobility

Cited by 1

Engaging Communities Meaningfully in Defining Disability Representation for AI Image Generation

Thieme, A., Faia Marques, R., Grayson, M., Balachandar, S., Tyler Cassidy, C., Choksi, M. Z., Longden, C., Huda, R. S., Ileve Kalovwe, N., Mallon, C., et al. (2026) · Proceedings of the 2026 CHI Conference on Human Factors in Computing Systems

Ethics and Social Impacts of AIDisability Rights and Representation

Cited by 1