Vanika Singhal

Publication Activity (10 Years)

Years Active: 2014-2023
Publications (10 Years): 29

Top Topics

Segmentation Of Medical Images

Hyperspectral Image Classification

Top Venues

Publications

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, Taha A. Kass-Hout
One-shot Localization and Segmentation of Medical Images with Foundation Models. CoRR (2023)
Hariharan Ravishankar, Rohan Patil, Deepa Anand, Vanika Singhal, Utkarsh Agrawal, Rahul Venkataramani, Prasad Sudhakar
Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty. UNSURE@MICCAI (2022)
Vanika Singhal, Rajesh Langoju, Sidharth Abrol, Utkarsh Agrawal, Bhushan D. Patil, Sandeep Dutta, Bipul Das
Noise characteristics in low to high kVp domain translation with Deep Regression Network. Medical Imaging: Image Processing (2021)
Vanika Singhal, Angshul Majumdar
Reconstructing multi-echo magnetic resonance images via structured deep dictionary learning. Neurocomputing 408 (2020)
Vanika Singhal, Angshul Majumdar
A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning. Pattern Recognit. 100 (2020)
Vanika Singhal, Angshul Majumdar
Age and Gender Estimation via Deep Dictionary Learning Regression. IJCNN (2019)
Vanika Singhal, Angshul Majumdar, Mayank Vatsa, Richa Singh
Siamese Deep Dictionary Learning. IJCNN (2019)
Vanika Singhal, Jyoti Maggu, Angshul Majumdar
Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. CoRR (2019)
Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. CoRR (2019)
D. John Lewis, Vanika Singhal, Angshul Majumdar
Solving Inverse Problems in Imaging via Deep Dictionary Learning. IEEE Access 7 (2019)
Vanika Singhal, Angshul Majumdar
Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. CoRR (2019)
Vanika Singhal, Jyoti Maggu, Angshul Majumdar
Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. IEEE Trans. Smart Grid 10 (3) (2019)
Vanika Singhal, Angshul Majumdar
Reconstructing Multi-echo Magnetic Resonance Images via Structured Deep Dictionary Learning. CoRR (2019)
Vanika Singhal, Angshul Majumdar
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. CoRR (2019)
Vanika Singhal, Angshul Majumdar, Rabab K. Ward
Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements". IEEE Access 6 (2018)
D. John Lewis, Vanika Singhal, Angshul Majumdar
Adaptive Deep Dictionary Learning for MRI Reconstruction. ICONIP (1) (2018)
Vanika Singhal, Angshul Majumdar
Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. Neural Process. Lett. 47 (3) (2018)
Vanika Singhal, Angshul Majumdar, Rabab K. Ward
Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements. IEEE Access 6 (2018)
Vanika Singhal, Angshul Majumdar
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 11 (12) (2018)
Vanika Singhal, Angshul Majumdar
Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. IJCNN (2018)
Angshul Majumdar, Vanika Singhal
Noisy deep dictionary learning: Application to Alzheimer's Disease classification. IJCNN (2017)
Shikha Singh, Vanika Singhal, Angshul Majumdar
Deep Blind Compressed Sensing. DCC (2017)
Vanika Singhal, Shikha Singh, Angshul Majumdar
How to Train Your Neural Network with Dictionary Learning. DCC (2017)
Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. 55 (9) (2017)
Vanika Singhal, Prerna Khurana, Angshul Majumdar
Class-wise deep dictionary learning. IJCNN (2017)
Vanika Singhal, Angshul Majumdar
Noisy Deep Dictionary Learning. CODS (2017)
Vanika Singhal, Shikha Singh, Angshul Majumdar
How to Train Your Deep Neural Network with Dictionary Learning. CoRR (2016)
Shikha Singh, Vanika Singhal, Angshul Majumdar
Deep Blind Compressed Sensing. CoRR (2016)
Vanika Singhal, Anupriya Gogna, Angshul Majumdar
Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. ICONIP (4) (2016)
Vanika Singhal, Preety Singh
Correlation based Feature Selection for Diagnosis of Acute Lymphoblastic Leukemia. WCI (2015)
Vanika Singhal, Preety Singh
Local Binary Pattern for automatic detection of Acute Lymphoblastic Leukemia. NCC (2014)