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Shivvrat Arya
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Multi-label classifier based on kernel random vector functional link network
V Chauhan, A Tiwari, S Arya
2020 International Joint Conference on Neural Networks (IJCNN), 1-7, 2020
112020
CaptainCook4D: A dataset for understanding errors in procedural activities
R Peddi, S Arya, B Challa, L Pallapothula, A Vyas, J Wang, Q Zhang, ...
arXiv preprint arXiv:2312.14556, 2023
82023
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
32023
Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models
S Arya, T Rahman, V Gogate
International Conference on Artificial Intelligence and Statistics, 2791-2799, 2024
12024
Neural Network Approximators for Marginal MAP in Probabilistic Circuits
S Arya, T Rahman, V Gogate
Proceedings of the AAAI Conference on Artificial Intelligence 38 (10), 10918 …, 2024
12024
Predictive Task Guidance with Artificial Intelligence in Augmented Reality
B Rheault, S Arya, A Vyas, J Wang, R Peddi, B Benda, V Gogate, ...
12024
SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings
S Arya, T Rahman, VG Gogate
The 28th International Conference on Artificial Intelligence and Statistics, 2025
2025
Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification
S Arya, Y Xiang, V Gogate
International Conference on Artificial Intelligence and Statistics, 2818-2826, 2024
2024
A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models
S Arya, T Rahman, VG Gogate
The Thirty-eighth Annual Conference on Neural Information Processing Systems, 2024
2024
Deep Dependency Networks for Multi-Label Classification
S Arya, Y Xiang, V Gogate
arXiv preprint arXiv:2302.00633, 2023
2023
Put on your detective hat: What’s wrong in this video?
R Peddi, S Arya, B Challa, L Pallapothula, A Vyas, Q Zhang, J Wang, ...
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