Vanika Singhal

32 papers B 8Journal 17Unranked 7

Year	Rank	Type	Title / Venue / Authors
2024	—	`conf`	Estimating deviation from Canonical Orientation for CT Head images. ISBI Deepa Anand, Vanika Singhal, Rakesh Mullick, Uday Patil, Sandeep Dutta, Bipul Das
2023	J	`jnl`	One-shot Localization and Segmentation of Medical Images with Foundation Models. CoRR 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
2022	—	`conf`	Stochastic Weight Perturbations Along the Hessian: A Plug-and-Play Method to Compute Uncertainty. UNSURE@MICCAI Hariharan Ravishankar, Rohan Patil, Deepa Anand, Vanika Singhal, Utkarsh Agrawal, Rahul Venkataramani, Prasad Sudhakar
2021	B	`conf`	Noise characteristics in low to high kVp domain translation with Deep Regression Network. Image Processing Vanika Singhal, Rajesh Langoju, Sidharth Abrol, Utkarsh Agrawal, Bhushan D. Patil, Sandeep Dutta, Bipul Das
2020	J	`jnl`	A domain adaptation approach to solve inverse problems in imaging via coupled deep dictionary learning. Pattern Recognit. Vanika Singhal, Angshul Majumdar
2020	J	`jnl`	Reconstructing multi-echo magnetic resonance images via structured deep dictionary learning. Neurocomputing Vanika Singhal, Angshul Majumdar
2019	B	`conf`	Age and Gender Estimation via Deep Dictionary Learning Regression. IJCNN Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. CoRR Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
2019	J	`jnl`	Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. CoRR Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Reconstructing Multi-echo Magnetic Resonance Images via Structured Deep Dictionary Learning. CoRR Vanika Singhal, Angshul Majumdar
2019	J	`jnl`	Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. CoRR Vanika Singhal, Angshul Majumdar
2019	B	`conf`	Siamese Deep Dictionary Learning. IJCNN Vanika Singhal, Angshul Majumdar, Mayank Vatsa, Richa Singh
2019	J	`jnl`	Simultaneous Detection of Multiple Appliances From Smart-Meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. IEEE Trans. Smart Grid Vanika Singhal, Jyoti Maggu, Angshul Majumdar
2019	J	`jnl`	Simultaneous Detection of Multiple Appliances from Smart-meter Measurements via Multi-Label Consistent Deep Dictionary Learning and Deep Transform Learning. CoRR Vanika Singhal, Jyoti Maggu, Angshul Majumdar
2019	J	`jnl`	Solving Inverse Problems in Imaging via Deep Dictionary Learning. IEEE Access D. John Lewis, Vanika Singhal, Angshul Majumdar
2018	—	`conf`	Adaptive Deep Dictionary Learning for MRI Reconstruction. ICONIP (1) D. John Lewis, Vanika Singhal, Angshul Majumdar
2018	J	`jnl`	Correction to "Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements". IEEE Access Vanika Singhal, Angshul Majumdar, Rabab K. Ward
2018	J	`jnl`	Majorization Minimization Technique for Optimally Solving Deep Dictionary Learning. Neural Process. Lett. Vanika Singhal, Angshul Majumdar
2018	J	`jnl`	Row-Sparse Discriminative Deep Dictionary Learning for Hyperspectral Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Vanika Singhal, Angshul Majumdar
2018	J	`jnl`	Semi-Supervised Deep Blind Compressed Sensing for Analysis and Reconstruction of Biomedical Signals From Compressive Measurements. IEEE Access Vanika Singhal, Angshul Majumdar, Rabab K. Ward
2018	B	`conf`	Supervised Deep Dictionary Learning for Single Label and Multi-Label Classification. IJCNN Vanika Singhal, Angshul Majumdar
2017	B	`conf`	Class-wise deep dictionary learning. IJCNN Vanika Singhal, Prerna Khurana, Angshul Majumdar
2017	B	`conf`	Deep Blind Compressed Sensing. DCC Shikha Singh, Vanika Singhal, Angshul Majumdar
2017	J	`jnl`	Discriminative Robust Deep Dictionary Learning for Hyperspectral Image Classification. IEEE Trans. Geosci. Remote. Sens. Vanika Singhal, Hemant Kumar Aggarwal, Snigdha Tariyal, Angshul Majumdar
2017	B	`conf`	How to Train Your Neural Network with Dictionary Learning. DCC Vanika Singhal, Shikha Singh, Angshul Majumdar
2017	—	`conf`	Noisy Deep Dictionary Learning. CODS Vanika Singhal, Angshul Majumdar
2017	B	`conf`	Noisy deep dictionary learning: Application to Alzheimer's Disease classification. IJCNN Angshul Majumdar, Vanika Singhal
2016	J	`jnl`	Deep Blind Compressed Sensing. CoRR Shikha Singh, Vanika Singhal, Angshul Majumdar
2016	—	`conf`	Deep Dictionary Learning vs Deep Belief Network vs Stacked Autoencoder: An Empirical Analysis. ICONIP (4) Vanika Singhal, Anupriya Gogna, Angshul Majumdar
2016	J	`jnl`	How to Train Your Deep Neural Network with Dictionary Learning. CoRR Vanika Singhal, Shikha Singh, Angshul Majumdar
2015	—	`conf`	Correlation based Feature Selection for Diagnosis of Acute Lymphoblastic Leukemia. WCI Vanika Singhal, Preety Singh
2014	—	`conf`	Local Binary Pattern for automatic detection of Acute Lymphoblastic Leukemia. NCC Vanika Singhal, Preety Singh