| 2026 | ICPR | Improving Temporal Action Segmentation via Constraint-Aware Decoding. | Ee Yeo Keat, Debaditya Roy, Chen Li, Hao Zhang, Basura Fernando |
| 2026 | WACV | Personalized Image Privacy Advisors via Federated Daisy-Chaining. | Sourasekhar Banerjee, Vengateswaran Subramaniam, Debaditya Roy, Vigneshwaran Subbaraju, Monowar Bhuyan |
| 2026 | WACV | Detecting Social Engagement of Elderly From Lifelog Image-streams to Identify Effective Cues for Autobiographic Recall. | Vengateswaran Subramaniam, Vigneshwaran Subbaraju, Debaditya Roy, Pramath Krishna, Thivya Kandappu, Qianli Xu |
| 2025 | DIS | Similarity Learning for Spectral Clustering. | Vangjush Komini, Nadezhda Koriakina, Debaditya Roy, Sarunas Girdzijauskas |
| 2025 | WACV | Predicting Event Memorability Using Personalized Federated Learning. | Sourasekhar Banerjee, Debaditya Roy, Vigneshwaran Subbaraju, Monowar Bhuyan |
| 2024 | ICPR | Predicting the Next Action by Modeling the Abstract Goal. | Debaditya Roy, Basura Fernando |
| 2024 | WACV | Interaction Region Visual Transformer for Egocentric Action Anticipation. | Debaditya Roy, Ramanathan Rajendiran, Basura Fernando |
| 2023 | DSAA | Temporal Differential Privacy for Human Activity Recognition. | Debaditya Roy, Sarunas Girdzijauskas |
| 2022 | CVPR | Long-term Action Forecasting Using Multi-headed Attention-based Variational Recurrent Neural Networks. | Siyuan Brandon Loh, Debaditya Roy, Basura Fernando |
| 2022 | WACV | Action anticipation using latent goal learning. | Debaditya Roy, Basura Fernando |
| 2021 | WACV | FlowCaps: Optical Flow Estimation with Capsule Networks For Action Recognition. | Vinoj Jayasundara, Debaditya Roy, Basura Fernando |
| 2018 | ICIP | Action Recognition Based on Discriminative Embedding of Actions Using Siamese Networks. | Debaditya Roy, C. Krishna Mohan, K. Sri Rama Murty |
| 2017 | ICASSP | Action-vectors: Unsupervised movement modeling for action recognition. | Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan |
| 2016 | ICASSP | Discriminative feature extraction from X-ray images using deep convolutional neural networks. | M. Srinivas, Debaditya Roy, C. Krishna Mohan |
| 2015 | IJCNN | Feature selection using Deep Neural Networks. | Debaditya Roy, K. Sri Rama Murty, C. Krishna Mohan |
| 2014 | IJCNN | Music genre classification using On-line Dictionary Learning. | M. Srinivas, Debaditya Roy, C. Krishna Mohan |