Chiradeep Roy

According to our database, Chiradeep Roy authored at least 10 papers between 2018 and 2023.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2023

Explainable Activity Recognition in Videos using Deep Learning and Tractable Probabilistic Models.

Chiradeep Roy, Mahsan Nourani, Shivvrat Arya, Mahesh Shanbhag, Tahrima Rahman, Eric D. Ragan, Nicholas Ruozzi, Vibhav Gogate

ACM Trans. Interact. Intell. Syst., December, 2023

2022

On the Importance of User Backgrounds and Impressions: Lessons Learned from Interactive AI Applications.

Mahsan Nourani, Chiradeep Roy, Jeremy E. Block, Donald R. Honeycutt, Tahrima Rahman, Eric D. Ragan, Vibhav Gogate

ACM Trans. Interact. Intell. Syst., December, 2022

DETOXER: A Visual Debugging Tool With Multiscope Explanations for Temporal Multilabel Classification.

Mahsan Nourani, Chiradeep Roy, Donald R. Honeycutt, Eric D. Ragan, Vibhav Gogate

IEEE Computer Graphics and Applications, 2022

Conditionally Tractable Density Estimation using Neural Networks.

Hailiang Dong, Chiradeep Roy, Tahrima Rahman, Vibhav Gogate, Nicholas Ruozzi

Proceedings of the International Conference on Artificial Intelligence and Statistics, 2022

2021

Anchoring Bias Affects Mental Model Formation and User Reliance in Explainable AI Systems.

Mahsan Nourani, Chiradeep Roy, Jeremy E. Block, Donald R. Honeycutt, Tahrima Rahman, Eric D. Ragan, Vibhav Gogate

Proceedings of the IUI '21: 26th International Conference on Intelligent User Interfaces, 2021

Dynamic Cutset Networks.

Chiradeep Roy, Tahrima Rahman, Hailiang Dong, Nicholas Ruozzi, Vibhav Gogate

Proceedings of the 24th International Conference on Artificial Intelligence and Statistics, 2021

2020

Don't Explain without Verifying Veracity: An Evaluation of Explainable AI with Video Activity Recognition.

Mahsan Nourani, Chiradeep Roy, Tahrima Rahman, Eric D. Ragan, Nicholas Ruozzi, Vibhav Gogate

CoRR, 2020

Investigating the Importance of First Impressions and Explainable AI with Interactive Video Analysis.

Mahsan Nourani, Donald R. Honeycutt, Jeremy E. Block, Chiradeep Roy, Tahrima Rahman, Eric D. Ragan, Vibhav Gogate

Proceedings of the Extended Abstracts of the 2020 CHI Conference on Human Factors in Computing Systems, 2020

2019

Explainable Activity Recognition in Videos.

Chiradeep Roy, Mahesh Shanbhag, Mahsan Nourani, Tahrima Rahman, Samia Kabir, Vibhav Gogate, Nicholas Ruozzi, Eric D. Ragan

Proceedings of the Joint Proceedings of the ACM IUI 2019 Workshops co-located with the 24th ACM Conference on Intelligent User Interfaces (ACM IUI 2019), 2019

2018

Structure Learning Using Forced Pruning.

Ahmed Abdelatty, Pracheta Sahoo, Chiradeep Roy

CoRR, 2018