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2020 – today
- 2024
[c15]Deepa Anand, Vanika Singhal, Rakesh Mullick, Uday Patil, Sandeep Dutta, Bipul Das:
Estimating deviation from Canonical Orientation for CT Head images. ISBI 2024: 1-4- 2023
- [i8]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 abs/2310.18642 (2023) - 2022
- [c14]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: 80-88 - 2021
- [c13]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 - 2020
- [j9]Vanika Singhal, Angshul Majumdar
:
Reconstructing multi-echo magnetic resonance images via structured deep dictionary learning. Neurocomputing 408: 135-143 (2020) - [j8]Vanika Singhal, Angshul Majumdar:
A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning. Pattern Recognit. 100: 107163 (2020)
2010 – 2019
- 2019
- [j7]D. John Lewis, Vanika Singhal, Angshul Majumdar:
Solving Inverse Problems in Imaging via Deep Dictionary Learning. IEEE Access 7: 37039-37049 (2019) - [j6]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): 2969-2978 (2019) - [c12]Vanika Singhal, Angshul Majumdar:
Age and Gender Estimation via Deep Dictionary Learning Regression. IJCNN 2019: 1-8 - [c11]Vanika Singhal, Angshul Majumdar, Mayank Vatsa, Richa Singh:
Siamese Deep Dictionary Learning. IJCNN 2019: 1-6 - [i7]Vanika Singhal, Angshul Majumdar:
Reconstructing Multi-echo Magnetic Resonance Images via Structured Deep Dictionary Learning. CoRR abs/1912.04690 (2019) - [i6]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 abs/1912.07568 (2019) - [i5]Vanika Singhal, Angshul Majumdar:
Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. CoRR abs/1912.10801 (2019) - [i4]Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar:
Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. CoRR abs/1912.10803 (2019) - [i3]Vanika Singhal, Angshul Majumdar:
Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. CoRR abs/1912.10804 (2019) - 2018
- [j5]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: 545-553 (2018) - [j4]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: 32676 (2018) - [j3]Vanika Singhal, Angshul Majumdar:
Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. Neural Process. Lett. 47(3): 799-814 (2018) - [j2]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): 5019-5028 (2018) - [c10]D. John Lewis, Vanika Singhal, Angshul Majumdar:
Adaptive Deep Dictionary Learning for MRI Reconstruction. ICONIP (1) 2018: 3-11 - [c9]Vanika Singhal, Angshul Majumdar:
Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. IJCNN 2018: 1-7 - 2017
- [j1]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): 5274-5283 (2017) - [c8]Vanika Singhal, Angshul Majumdar:
Noisy Deep Dictionary Learning. CODS 2017: 16:1-16:10 - [c7]Shikha Singh, Vanika Singhal, Angshul Majumdar:
Deep Blind Compressed Sensing. DCC 2017: 459 - [c6]Vanika Singhal, Shikha Singh, Angshul Majumdar:
How to Train Your Neural Network with Dictionary Learning. DCC 2017: 460 - [c5]Vanika Singhal, Prerna Khurana, Angshul Majumdar:
Class-wise deep dictionary learning. IJCNN 2017: 1125-1132 - [c4]Angshul Majumdar, Vanika Singhal:
Noisy deep dictionary learning: Application to Alzheimer's Disease classification. IJCNN 2017: 2679-2683 - 2016
- [c3]Vanika Singhal, Anupriya Gogna, Angshul Majumdar:
Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. ICONIP (4) 2016: 337-344 - [i2]Shikha Singh, Vanika Singhal, Angshul Majumdar:
Deep Blind Compressed Sensing. CoRR abs/1612.07453 (2016) - [i1]Vanika Singhal, Shikha Singh, Angshul Majumdar:
How to Train Your Deep Neural Network with Dictionary Learning. CoRR abs/1612.07454 (2016) - 2015
- [c2]Vanika Singhal, Preety Singh:
Correlation based Feature Selection for Diagnosis of Acute Lymphoblastic Leukemia. WCI 2015: 5-9 - 2014
- [c1]Vanika Singhal, Preety Singh:
Local Binary Pattern for automatic detection of Acute Lymphoblastic Leukemia. NCC 2014: 1-5
Coauthor Index
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