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Chiradeep Roy
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Anchoring Bias Affects Mental Model Formation and User Reliance in Explainable AI Systems
M Nourani, C Roy, JE Block, DR Honeycutt, T Rahman, E Ragan, ...
26th International Conference on Intelligent User Interfaces, 340-350, 2021
372021
Explainable activity recognition in videos: Lessons learned
C Roy, M Nourani, DR Honeycutt, JE Block, T Rahman, ED Ragan, ...
Applied AI Letters 2 (4), e59, 2021
302021
Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis
M Nourani, DR Honeycutt, JE Block, C Roy, T Rahman, ED Ragan, ...
Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing …, 2020
202020
Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition
M Nourani, C Roy, T Rahman, ED Ragan, N Ruozzi, V Gogate
arXiv preprint arXiv:2005.02335, 2020
172020
Dynamic Cutset Networks
C Roy, T Rahman, H Dong, N Ruozzi, V Gogate
International Conference on Artificial Intelligence and Statistics, 3106-3114, 2021
72021
On the importance of user backgrounds and impressions: Lessons learned from interactive AI applications
M Nourani, C Roy, JE Block, DR Honeycutt, T Rahman, ED Ragan, ...
ACM Transactions on Interactive Intelligent Systems 12 (4), 1-29, 2022
62022
DETOXER: A Visual Debugging Tool With Multiscope Explanations for Temporal Multilabel Classification
M Nourani, C Roy, DR Honeycutt, ED Ragan, V Gogate
IEEE Computer Graphics and Applications 42 (6), 37-46, 2022
42022
Conditionally Tractable Density Estimation using Neural Networks
H Dong, C Roy, T Rahman, V Gogate, N Ruozzi
International Conference on Artificial Intelligence and Statistics, 6933-6946, 2022
22022
Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models
C Roy, M Nourani, S Arya, M Shanbhag, T Rahman, ED Ragan, N Ruozzi, ...
ACM Transactions on Interactive Intelligent Systems 13 (4), 1-32, 2023
2023
Efficient Probabilistic Models for Spatiotemporal Inference
C Roy
2022
Explainable Activity Recognition in Videos
C Roy, M Shanbhag, M Nourani, T Rahman, S Kabir, V Gogate, N Ruozzi, ...
Joint Proceedings of the ACM IUI 2019 Workshops 2327, 2019
2019
Deciphering a Deep Learning Black-Box via a Cutset Network: Explainable Activity Recognition in Videos
C ROY, M NOURANI, M SHANBHAG, T RAHMAN, ED RAGAN, N RUOZZI, ...
2019
Structure Learning Using Forced Pruning
A Abdelatty, P Sahoo, C Roy
arXiv preprint arXiv:1812.00975, 2018
2018
Explainable Activity Recognition in Videos using Dynamic Cutset Networks
C Roy, M Nourani, M Shanbagh, S Kabir, T Rahman, ED Ragan, ...
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