NP-Match: When Neural Processes meet Semi-Supervised Learning
Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Daniela Massiceti, Vladimir Pavlovic, Alexandros Neophytou
ICML 2022 | July 2022
Project Tokyo
Publications
Publications by Year
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Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors
Lida Theodorou, Daniela Massiceti, Luisa Zintgraf, Simone Stumpf, Cecily Morrison, Ed Cutrell, Matthew Tobias Harris, Katja Hofmann
International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) | October 2021
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Ed Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf
ICCV 2021 | October 2021
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
Integrations – PeopleLens
Interactions | May 2021, Vol xxvIII.3: pp. 10-14
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
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Interpretability as a dynamic of human-AI interaction
Anja Thieme, Ed Cutrell, Cecily Morrison, Alex Taylor, Abigail Sellen
Interactions | August 2020, Vol 27(5): pp. 40-45
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
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Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
David Janz, Jiri Hron, Przemysław Mazur, Katja Hofmann, Jose Miguel Hernandez Lobato, Sebastian Tschiatschek
Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla
arXiv:1906.00429 | June 2019
Published by arXiv
Teaching Inverse Reinforcement Learners via Features and Demonstrations
Luis Haug, Sebastian Tschiatschek, Adish Singla
32nd Conference on Neural Information Processing Systems (NeurIPS 2018) | March 2019
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Automated Person Detection in Dynamic Scenes to Assist People with Vision Impairments: An Initial Investigation
Lee Stearns, Anja Thieme
ASSETS 2018 | October 2018
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data
Daniel C. Castro, Sebastian Nowozin
ECCV 2018 | July 2018
Variational Inference for Data-Efficient Model Learning in POMDPs
Sebastian Tschiatschek, Kai Arulkumaran, Jan Stuehmer, Katja Hofmann
MSR-TR-2018-15 | May 2018
Published by Microsoft
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification
Sergey Prokudin, Peter Gehler, Sebastian Nowozin
ECCV 2018 | May 2018
“I can do everything but see!” — How People with Vision Impairments Negotiate their Abilities in Social Contexts
Anja Thieme, Cynthia L. Bennett, Cecily Morrison, Ed Cutrell, Alex S. Taylor
2018 Human Factors in Computing Systems | April 2018
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Imagining artificial intelligence applications with people with visual disabilities using tactile ideation
Cecily Morrison, Ed Cutrell, Anupama Dhareshwar, Kevin Doherty, Anja Thieme, Alex Taylor
ASSETS ’17 | October 2017
Publications by Research Area
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NP-Match: When Neural Processes meet Semi-Supervised Learning
Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Daniela Massiceti, Vladimir Pavlovic, Alexandros Neophytou
ICML 2022 | July 2022
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Ed Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf
ICCV 2021 | October 2021
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
Integrations – PeopleLens
Interactions | May 2021, Vol xxvIII.3: pp. 10-14
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
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
David Janz, Jiri Hron, Przemysław Mazur, Katja Hofmann, Jose Miguel Hernandez Lobato, Sebastian Tschiatschek
Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla
arXiv:1906.00429 | June 2019
Published by arXiv
Teaching Inverse Reinforcement Learners via Features and Demonstrations
Luis Haug, Sebastian Tschiatschek, Adish Singla
32nd Conference on Neural Information Processing Systems (NeurIPS 2018) | March 2019
Variational Inference for Data-Efficient Model Learning in POMDPs
Sebastian Tschiatschek, Kai Arulkumaran, Jan Stuehmer, Katja Hofmann
MSR-TR-2018-15 | May 2018
Published by Microsoft
-
NP-Match: When Neural Processes meet Semi-Supervised Learning
Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Daniela Massiceti, Vladimir Pavlovic, Alexandros Neophytou
ICML 2022 | July 2022
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Ed Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf
ICCV 2021 | October 2021
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
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data
Daniel C. Castro, Sebastian Nowozin
ECCV 2018 | July 2018
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification
Sergey Prokudin, Peter Gehler, Sebastian Nowozin
ECCV 2018 | May 2018
-
Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors
Lida Theodorou, Daniela Massiceti, Luisa Zintgraf, Simone Stumpf, Cecily Morrison, Ed Cutrell, Matthew Tobias Harris, Katja Hofmann
International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) | October 2021
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Ed Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf
ICCV 2021 | October 2021
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
Integrations – PeopleLens
Interactions | May 2021, Vol xxvIII.3: pp. 10-14
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
Interpretability as a dynamic of human-AI interaction
Anja Thieme, Ed Cutrell, Cecily Morrison, Alex Taylor, Abigail Sellen
Interactions | August 2020, Vol 27(5): pp. 40-45
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
Automated Person Detection in Dynamic Scenes to Assist People with Vision Impairments: An Initial Investigation
Lee Stearns, Anja Thieme
ASSETS 2018 | October 2018
“I can do everything but see!” — How People with Vision Impairments Negotiate their Abilities in Social Contexts
Anja Thieme, Cynthia L. Bennett, Cecily Morrison, Ed Cutrell, Alex S. Taylor
2018 Human Factors in Computing Systems | April 2018
Imagining artificial intelligence applications with people with visual disabilities using tactile ideation
Cecily Morrison, Ed Cutrell, Anupama Dhareshwar, Kevin Doherty, Anja Thieme, Alex Taylor
ASSETS ’17 | October 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
-
Integrations – PeopleLens
Interactions | May 2021, Vol xxvIII.3: pp. 10-14
-
Integrations – PeopleLens
Interactions | May 2021, Vol xxvIII.3: pp. 10-14
Publications by Type
-
NP-Match: When Neural Processes meet Semi-Supervised Learning
Jianfeng Wang, Thomas Lukasiewicz, Xiaolin Hu, Daniela Massiceti, Vladimir Pavlovic, Alexandros Neophytou
ICML 2022 | July 2022
Disability-first Dataset Creation: Lessons from Constructing a Dataset for Teachable Object Recognition with Blind and Low Vision Data Collectors
Lida Theodorou, Daniela Massiceti, Luisa Zintgraf, Simone Stumpf, Cecily Morrison, Ed Cutrell, Matthew Tobias Harris, Katja Hofmann
International ACM SIGACCESS Conference on Computers and Accessibility (ASSETS) | October 2021
ORBIT: A Real-World Few-Shot Dataset for Teachable Object Recognition
Daniela Massiceti, Luisa Zintgraf, John Bronskill, Lida Theodorou, Matthew Tobias Harris, Ed Cutrell, Cecily Morrison, Katja Hofmann, Simone Stumpf
ICCV 2021 | October 2021
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
Successor Uncertainties: Exploration and Uncertainty in Temporal Difference Learning
David Janz, Jiri Hron, Przemysław Mazur, Katja Hofmann, Jose Miguel Hernandez Lobato, Sebastian Tschiatschek
Thirty-third Conference on Neural Information Processing Systems (NeurIPS) | December 2019
Teaching Inverse Reinforcement Learners via Features and Demonstrations
Luis Haug, Sebastian Tschiatschek, Adish Singla
32nd Conference on Neural Information Processing Systems (NeurIPS 2018) | March 2019
Automated Person Detection in Dynamic Scenes to Assist People with Vision Impairments: An Initial Investigation
Lee Stearns, Anja Thieme
ASSETS 2018 | October 2018
From Face Recognition to Models of Identity: A Bayesian Approach to Learning about Unknown Identities from Unsupervised Data
Daniel C. Castro, Sebastian Nowozin
ECCV 2018 | July 2018
Deep Directional Statistics: Pose Estimation with Uncertainty Quantification
Sergey Prokudin, Peter Gehler, Sebastian Nowozin
ECCV 2018 | May 2018
“I can do everything but see!” — How People with Vision Impairments Negotiate their Abilities in Social Contexts
Anja Thieme, Cynthia L. Bennett, Cecily Morrison, Ed Cutrell, Alex S. Taylor
2018 Human Factors in Computing Systems | April 2018
Imagining artificial intelligence applications with people with visual disabilities using tactile ideation
Cecily Morrison, Ed Cutrell, Anupama Dhareshwar, Kevin Doherty, Anja Thieme, Alex Taylor
ASSETS ’17 | October 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
Integrations – PeopleLens
Interactions | May 2021, Vol xxvIII.3: pp. 10-14
Interpretability as a dynamic of human-AI interaction
Anja Thieme, Ed Cutrell, Cecily Morrison, Alex Taylor, Abigail Sellen
Interactions | August 2020, Vol 27(5): pp. 40-45
-
Learner-aware Teaching: Inverse Reinforcement Learning with Preferences and Constraints
Sebastian Tschiatschek, Ahana Ghosh, Luis Haug, Rati Devidze, Adish Singla
arXiv:1906.00429 | June 2019
Published by arXiv
Variational Inference for Data-Efficient Model Learning in POMDPs
Sebastian Tschiatschek, Kai Arulkumaran, Jan Stuehmer, Katja Hofmann
MSR-TR-2018-15 | May 2018
Published by Microsoft