Explaining CLIP’s performance disparities on data from blind/low vision users
Daniela Massiceti, Camilla Longden, Agnieszka Slowik, Samuel Wills, Martin Grayson, Cecily Morrison
2024 Computer Vision and Pattern Recognition | June 2024
Martin Grayson
Principal Research Software Development Engineer
Publications
Publications by Year
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Understanding Information Storage and Transfer in Multi-modal Large Language Models
Samyadeep Basu, Martin Grayson, Cecily Morrison, Besmira Nushi, S. Feizi, Daniela Massiceti
NeurIPS 2024 | June 2024
Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
-
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Enabling meaningful use of AI-infused educational technologies for children with blindness: learnings from the development and piloting of the PeopleLens curriculum
Cecily Morrison, Ed Cutrell, Martin Grayson, Elisabeth RB Becker, Vasiliki Kladouchou, Linda Pring, Katherine Jones, Rita Marques, Camilla Longden, Abigail Sellen
ASSETS 2021 | October 2021
Best Paper Nominee
PeopleLens
Cecily Morrison, Ed Cutrell, Martin Grayson, Geert Roumen, Rita Marques, Anja Thieme, Alex Taylor, Abigail Sellen
Interactions | June 2021, Vol 28(3): pp. 10-13
Social Sensemaking with AI: Designing an Open-ended AI experience with a Blind Child
Cecily Morrison, Ed Cutrell, Martin Grayson, Anja Thieme, Alex S Taylor, Geert Roumen, Camilla Longden, Rita Marques, Abigail Sellen, Sebastian Tschiatschek
The CHI Conference on Human Factors in Computing Systems | April 2021
-
A Dynamic AI System for Extending the Capabilities of Blind People
Martin Grayson, Anja Thieme, Rita Marques, Daniela Massiceti, Ed Cutrell, Cecily Morrison
CHI 2020 Extended Abstracts | April 2020
DOI: https://doi.org/10.1145/3334480.3383142
Investigating the intelligibility of a computer vision system for blind users
Subeida Ahmed, Abigail Sellen, Simone Stumpf, Harshadha Balasubramanian, Martin Grayson, Cecily Morrison
IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces | March 2020
-
Torino: A tangible programming language inclusive of children with visual disabilities
Cecily Morrison, Nicolas Villar, Anja Thieme, Oscar Salandin, Daniel Cletheroe, Greg Saul, Darren Edge, Martin Grayson, Haiyan Zhang
Human-Computer Interaction | January 2019, Vol 35(3)
-
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison, Kit Huckvale, Bob Corish, Richard Banks, Martin Grayson, Jonas Dorn, Abigail Sellen, Siân Lindley
ACM Transactions on Interactive Intelligent Systems | July 2018, Vol 8(2): pp. 12
-
Enabling Collaboration in Learning Computer Programing Inclusive of Children with Vision Impairments
Anja Thieme, Cecily Morrison, Nicolas Villar, Martin Grayson, Siân Lindley
DIS 2017 | June 2017
Best Paper
Presenting Physical Things Digitally: New Collecting Practices
Daniel Harrison, Richard Banks, Tim Regan, Martin Grayson
Research Through Design 2017 | March 2017
Publications by Research Area
-
Explaining CLIP’s performance disparities on data from blind/low vision users
Daniela Massiceti, Camilla Longden, Agnieszka Slowik, Samuel Wills, Martin Grayson, Cecily Morrison
2024 Computer Vision and Pattern Recognition | June 2024
Understanding Information Storage and Transfer in Multi-modal Large Language Models
Samyadeep Basu, Martin Grayson, Cecily Morrison, Besmira Nushi, S. Feizi, Daniela Massiceti
NeurIPS 2024 | June 2024
Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
Cecily Morrison, Rita Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
ASSETS 2023 | October 2023
PeopleLens
Cecily Morrison, Ed Cutrell, Martin Grayson, Geert Roumen, Rita Marques, Anja Thieme, Alex Taylor, Abigail Sellen
Interactions | June 2021, Vol 28(3): pp. 10-13
Social Sensemaking with AI: Designing an Open-ended AI experience with a Blind Child
Cecily Morrison, Ed Cutrell, Martin Grayson, Anja Thieme, Alex S Taylor, Geert Roumen, Camilla Longden, Rita Marques, Abigail Sellen, Sebastian Tschiatschek
The CHI Conference on Human Factors in Computing Systems | April 2021
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison, Kit Huckvale, Bob Corish, Richard Banks, Martin Grayson, Jonas Dorn, Abigail Sellen, Siân Lindley
ACM Transactions on Interactive Intelligent Systems | July 2018, Vol 8(2): pp. 12
-
Explaining CLIP’s performance disparities on data from blind/low vision users
Daniela Massiceti, Camilla Longden, Agnieszka Slowik, Samuel Wills, Martin Grayson, Cecily Morrison
2024 Computer Vision and Pattern Recognition | June 2024
Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
Cecily Morrison, Rita Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
ASSETS 2023 | October 2023
Enabling meaningful use of AI-infused educational technologies for children with blindness: learnings from the development and piloting of the PeopleLens curriculum
Cecily Morrison, Ed Cutrell, Martin Grayson, Elisabeth RB Becker, Vasiliki Kladouchou, Linda Pring, Katherine Jones, Rita Marques, Camilla Longden, Abigail Sellen
ASSETS 2021 | October 2021
Best Paper Nominee
PeopleLens
Cecily Morrison, Ed Cutrell, Martin Grayson, Geert Roumen, Rita Marques, Anja Thieme, Alex Taylor, Abigail Sellen
Interactions | June 2021, Vol 28(3): pp. 10-13
Social Sensemaking with AI: Designing an Open-ended AI experience with a Blind Child
Cecily Morrison, Ed Cutrell, Martin Grayson, Anja Thieme, Alex S Taylor, Geert Roumen, Camilla Longden, Rita Marques, Abigail Sellen, Sebastian Tschiatschek
The CHI Conference on Human Factors in Computing Systems | April 2021
A Dynamic AI System for Extending the Capabilities of Blind People
Martin Grayson, Anja Thieme, Rita Marques, Daniela Massiceti, Ed Cutrell, Cecily Morrison
CHI 2020 Extended Abstracts | April 2020
DOI: https://doi.org/10.1145/3334480.3383142
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison, Kit Huckvale, Bob Corish, Richard Banks, Martin Grayson, Jonas Dorn, Abigail Sellen, Siân Lindley
ACM Transactions on Interactive Intelligent Systems | July 2018, Vol 8(2): pp. 12
-
Explaining CLIP’s performance disparities on data from blind/low vision users
Daniela Massiceti, Camilla Longden, Agnieszka Slowik, Samuel Wills, Martin Grayson, Cecily Morrison
2024 Computer Vision and Pattern Recognition | June 2024
Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
Cecily Morrison, Rita Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
ASSETS 2023 | October 2023
Enabling meaningful use of AI-infused educational technologies for children with blindness: learnings from the development and piloting of the PeopleLens curriculum
Cecily Morrison, Ed Cutrell, Martin Grayson, Elisabeth RB Becker, Vasiliki Kladouchou, Linda Pring, Katherine Jones, Rita Marques, Camilla Longden, Abigail Sellen
ASSETS 2021 | October 2021
Best Paper Nominee
PeopleLens
Cecily Morrison, Ed Cutrell, Martin Grayson, Geert Roumen, Rita Marques, Anja Thieme, Alex Taylor, Abigail Sellen
Interactions | June 2021, Vol 28(3): pp. 10-13
Social Sensemaking with AI: Designing an Open-ended AI experience with a Blind Child
Cecily Morrison, Ed Cutrell, Martin Grayson, Anja Thieme, Alex S Taylor, Geert Roumen, Camilla Longden, Rita Marques, Abigail Sellen, Sebastian Tschiatschek
The CHI Conference on Human Factors in Computing Systems | April 2021
A Dynamic AI System for Extending the Capabilities of Blind People
Martin Grayson, Anja Thieme, Rita Marques, Daniela Massiceti, Ed Cutrell, Cecily Morrison
CHI 2020 Extended Abstracts | April 2020
DOI: https://doi.org/10.1145/3334480.3383142
Investigating the intelligibility of a computer vision system for blind users
Subeida Ahmed, Abigail Sellen, Simone Stumpf, Harshadha Balasubramanian, Martin Grayson, Cecily Morrison
IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces | March 2020
Torino: A tangible programming language inclusive of children with visual disabilities
Cecily Morrison, Nicolas Villar, Anja Thieme, Oscar Salandin, Daniel Cletheroe, Greg Saul, Darren Edge, Martin Grayson, Haiyan Zhang
Human-Computer Interaction | January 2019, Vol 35(3)
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison, Kit Huckvale, Bob Corish, Richard Banks, Martin Grayson, Jonas Dorn, Abigail Sellen, Siân Lindley
ACM Transactions on Interactive Intelligent Systems | July 2018, Vol 8(2): pp. 12
Enabling Collaboration in Learning Computer Programing Inclusive of Children with Vision Impairments
Anja Thieme, Cecily Morrison, Nicolas Villar, Martin Grayson, Siân Lindley
DIS 2017 | June 2017
Best Paper
Presenting Physical Things Digitally: New Collecting Practices
Daniel Harrison, Richard Banks, Tim Regan, Martin Grayson
Research Through Design 2017 | March 2017
-
PeopleLens
Cecily Morrison, Ed Cutrell, Martin Grayson, Geert Roumen, Rita Marques, Anja Thieme, Alex Taylor, Abigail Sellen
Interactions | June 2021, Vol 28(3): pp. 10-13
Torino: A tangible programming language inclusive of children with visual disabilities
Cecily Morrison, Nicolas Villar, Anja Thieme, Oscar Salandin, Daniel Cletheroe, Greg Saul, Darren Edge, Martin Grayson, Haiyan Zhang
Human-Computer Interaction | January 2019, Vol 35(3)
-
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison, Kit Huckvale, Bob Corish, Richard Banks, Martin Grayson, Jonas Dorn, Abigail Sellen, Siân Lindley
ACM Transactions on Interactive Intelligent Systems | July 2018, Vol 8(2): pp. 12
Publications by Type
-
Explaining CLIP’s performance disparities on data from blind/low vision users
Daniela Massiceti, Camilla Longden, Agnieszka Slowik, Samuel Wills, Martin Grayson, Cecily Morrison
2024 Computer Vision and Pattern Recognition | June 2024
Understanding Information Storage and Transfer in Multi-modal Large Language Models
Samyadeep Basu, Martin Grayson, Cecily Morrison, Besmira Nushi, S. Feizi, Daniela Massiceti
NeurIPS 2024 | June 2024
Understanding Personalized Accessibility through Teachable AI: Designing and Evaluating Find My Things for People who are Blind or Low Vision
Cecily Morrison, Rita Marques, Martin Grayson, Daniela Massiceti, Camilla Longden, Linda Yilin Wen, Ed Cutrell
ASSETS 2023 | October 2023
Enabling meaningful use of AI-infused educational technologies for children with blindness: learnings from the development and piloting of the PeopleLens curriculum
Cecily Morrison, Ed Cutrell, Martin Grayson, Elisabeth RB Becker, Vasiliki Kladouchou, Linda Pring, Katherine Jones, Rita Marques, Camilla Longden, Abigail Sellen
ASSETS 2021 | October 2021
Best Paper Nominee
Social Sensemaking with AI: Designing an Open-ended AI experience with a Blind Child
Cecily Morrison, Ed Cutrell, Martin Grayson, Anja Thieme, Alex S Taylor, Geert Roumen, Camilla Longden, Rita Marques, Abigail Sellen, Sebastian Tschiatschek
The CHI Conference on Human Factors in Computing Systems | April 2021
A Dynamic AI System for Extending the Capabilities of Blind People
Martin Grayson, Anja Thieme, Rita Marques, Daniela Massiceti, Ed Cutrell, Cecily Morrison
CHI 2020 Extended Abstracts | April 2020
DOI: https://doi.org/10.1145/3334480.3383142
Investigating the intelligibility of a computer vision system for blind users
Subeida Ahmed, Abigail Sellen, Simone Stumpf, Harshadha Balasubramanian, Martin Grayson, Cecily Morrison
IUI '20: Proceedings of the 25th International Conference on Intelligent User Interfaces | March 2020
Enabling Collaboration in Learning Computer Programing Inclusive of Children with Vision Impairments
Anja Thieme, Cecily Morrison, Nicolas Villar, Martin Grayson, Siân Lindley
DIS 2017 | June 2017
Best Paper
Presenting Physical Things Digitally: New Collecting Practices
Daniel Harrison, Richard Banks, Tim Regan, Martin Grayson
Research Through Design 2017 | March 2017
-
Find My Things: Personalized Accessibility through Teachable AI for People who are Blind or Low Vision
Linda Yilin Wen, Cecily Morrison, Martin Grayson, Rita Marques, Daniela Massiceti, Camilla Longden, Edward Cutrell
Extended Abstracts of the CHI Conference on Human Factors in Computing Systems | May 2024, pp. 403:1-403:6
PeopleLens
Cecily Morrison, Ed Cutrell, Martin Grayson, Geert Roumen, Rita Marques, Anja Thieme, Alex Taylor, Abigail Sellen
Interactions | June 2021, Vol 28(3): pp. 10-13
Torino: A tangible programming language inclusive of children with visual disabilities
Cecily Morrison, Nicolas Villar, Anja Thieme, Oscar Salandin, Daniel Cletheroe, Greg Saul, Darren Edge, Martin Grayson, Haiyan Zhang
Human-Computer Interaction | January 2019, Vol 35(3)
Visualizing Ubiquitously Sensed Measures of Motor Ability in Multiple Sclerosis: Reflections on Communicating Machine Learning in Practice
Cecily Morrison, Kit Huckvale, Bob Corish, Richard Banks, Martin Grayson, Jonas Dorn, Abigail Sellen, Siân Lindley
ACM Transactions on Interactive Intelligent Systems | July 2018, Vol 8(2): pp. 12