Multi-Label classifier based on Kernel Random Vector Functional Link Network. - Vikas Chauhan; Aruna Tiwari; Shivvrat Arya (IJCNN, 2020)

Deep Dependency Networks for Multi-Label Classification. - Shivvrat Arya; Yu Xiang 001; Vibhav Gogate (CoRR, 2023)

CaptainCook4D: A dataset for understanding errors in procedural activities. - Rohith Peddi; Shivvrat Arya; Bharath Challa; Likhitha Pallapothula; Akshay Vyas; Jikai Wang; Qifan Zhang; Vasundhara Komaragiri; Eric D. Ragan; Nicholas Ruozzi; Yu Xiang 001; Vibhav Gogate (CoRR, 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., 2023)

Neural Network Approximators for Marginal MAP in Probabilistic Circuits. - Shivvrat Arya; Tahrima Rahman; Vibhav Gogate (AAAI, 2024)

Learning to Solve the Constrained Most Probable Explanation Task in Probabilistic Graphical Models. - Shivvrat Arya; Tahrima Rahman; Vibhav Gogate (AISTATS, 2024)

Deep Dependency Networks and Advanced Inference Schemes for Multi-Label Classification. - Shivvrat Arya; Yu Xiang 001; Vibhav Gogate (AISTATS, 2024)

A Neural Network Approach for Efficiently Answering Most Probable Explanation Queries in Probabilistic Models. - Shivvrat Arya; Tahrima Rahman; Vibhav Gogate (NeurIPS, 2024)

CaptainCook4D: A Dataset for Understanding Errors in Procedural Activities. - Rohith Peddi; Shivvrat Arya; Bharath Challa; Likhitha Pallapothula; Akshay Vyas; Bhavya Gouripeddi; Qifan Zhang; Jikai Wang; Vasundhara Komaragiri; Eric D. Ragan; Nicholas Ruozzi; Yu Xiang 001; et al. (NeurIPS, 2024)

Predictive Task Guidance with Artificial Intelligence in Augmented Reality. - Benjamin Rheault; Shivvrat Arya; Akshay Vyas; Jikai Wang; Rohith Peddi; Brett Benda; Vibhav Gogate; Nicholas Ruozzi; Yu Xiang 001; Eric D. Ragan (VR Workshops, 2024)

SINE: Scalable MPE Inference for Probabilistic Graphical Models using Advanced Neural Embeddings. - Shivvrat Arya; Tahrima Rahman; Vibhav Gogate (AISTATS, 2025)