Local Binary Pattern for automatic detection of Acute Lymphoblastic Leukemia. - Vanika Singhal; Preety Singh (NCC, 2014)

Correlation based Feature Selection for Diagnosis of Acute Lymphoblastic Leukemia. - Vanika Singhal; Preety Singh (WCI, 2015)

Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. - Vanika Singhal; Anupriya Gogna; Angshul Majumdar (ICONIP (4), 2016)

How to Train Your Deep Neural Network with Dictionary Learning. - Vanika Singhal; Shikha Singh 001; Angshul Majumdar (CoRR, 2016)

Noisy Deep Dictionary Learning. - Vanika Singhal; Angshul Majumdar (CODS, 2017)

Deep Blind Compressed Sensing. - Shikha Singh 001; Vanika Singhal; Angshul Majumdar (DCC, 2017)

How to Train Your Neural Network with Dictionary Learning. - Vanika Singhal; Shikha Singh 001; Angshul Majumdar (DCC, 2017)

Noisy deep dictionary learning: Application to Alzheimer's Disease classification. - Angshul Majumdar; Vanika Singhal (IJCNN, 2017)

Class-wise deep dictionary learning. - Vanika Singhal; Prerna Khurana; Angshul Majumdar (IJCNN, 2017)

Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. - Vanika Singhal; Hemant Kumar Aggarwal; Snigdha Tariyal; Angshul Majumdar (IEEE Trans. Geosci. Remote. Sens., 2017)

Adaptive Deep Dictionary Learning for MRI Reconstruction. - D. John Lewis; Vanika Singhal; Angshul Majumdar (ICONIP (1), 2018)

Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. - Vanika Singhal; Angshul Majumdar (IJCNN, 2018)

Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements. - Vanika Singhal; Angshul Majumdar; Rabab K. Ward (IEEE Access, 2018)

Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements". - Vanika Singhal; Angshul Majumdar; Rabab K. Ward (IEEE Access, 2018)

Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. - Vanika Singhal; Angshul Majumdar (Neural Process. Lett., 2018)

Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. - Vanika Singhal; Angshul Majumdar (IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2018)

Age and Gender Estimation via Deep Dictionary Learning Regression. - Vanika Singhal; Angshul Majumdar (IJCNN, 2019)

Siamese Deep Dictionary Learning. - Vanika Singhal; Angshul Majumdar; Mayank Vatsa; Richa Singh 001 (IJCNN, 2019)

Solving Inverse Problems in Imaging via Deep Dictionary Learning. - D. John Lewis; Vanika Singhal; Angshul Majumdar (IEEE Access, 2019)

Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. - Vanika Singhal; Jyoti Maggu; Angshul Majumdar (IEEE Trans. Smart Grid, 2019)

Reconstructing multi-echo magnetic resonance images via structured deep dictionary learning. - Vanika Singhal; Angshul Majumdar (Neurocomputing, 2020)

A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning. - Vanika Singhal; Angshul Majumdar (Pattern Recognit., 2020)

Noise characteristics in low to high kVp domain translation with Deep Regression Network. - Vanika Singhal; Rajesh Langoju; Sidharth Abrol; Utkarsh Agrawal; Bhushan D. Patil; Sandeep Dutta; Bipul Das (Image Processing, 2021)

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 (UNSURE@MICCAI, 2022)

One-shot Localization and Segmentation of Medical Images with Foundation Models. - Deepa Anand; Gurunath Reddy M; Vanika Singhal; Dattesh D. Shanbhag; K. S. Shriram; Uday Patil; Chitresh Bhushan; Kavitha Manickam; Dawei Gui; Rakesh Mullick; Avinash Gopal; Parminder Bhatia; et al. (CoRR, 2023)

Estimating deviation from Canonical Orientation for CT Head images. - Deepa Anand; Vanika Singhal; Rakesh Mullick; Uday Patil; Sandeep Dutta; Bipul Das (ISBI, 2024)