| 2022 | MICCAI | Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty. | Hariharan Ravishankar, Rohan Patil, Deepa Anand, Vanika Singhal, Utkarsh Agrawal, Rahul Venkataramani, Prasad Sudhakar |
| 2019 | IJCNN | Age and Gender Estimation via Deep Dictionary Learning Regression. | Vanika Singhal, Angshul Majumdar |
| 2019 | IJCNN | Siamese Deep Dictionary Learning. | Vanika Singhal, Angshul Majumdar, Mayank Vatsa, Richa Singh |
| 2018 | ICONIP | Adaptive Deep Dictionary Learning for MRI Reconstruction. | D. John Lewis, Vanika Singhal, Angshul Majumdar |
| 2018 | IJCNN | Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. | Vanika Singhal, Angshul Majumdar |
| 2017 | DCC | How to Train Your Neural Network with Dictionary Learning. | Vanika Singhal, Shikha Singh, Angshul Majumdar |
| 2017 | DCC | Deep Blind Compressed Sensing. | Shikha Singh, Vanika Singhal, Angshul Majumdar |
| 2017 | IJCNN | Noisy deep dictionary learning: Application to Alzheimer's Disease classification. | Angshul Majumdar, Vanika Singhal |
| 2017 | IJCNN | Class-wise deep dictionary learning. | Vanika Singhal, Prerna Khurana, Angshul Majumdar |
| 2016 | ICONIP | Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. | Vanika Singhal, Anupriya Gogna, Angshul Majumdar |