Ankita Shukla

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Improving Shape Awareness and Interpretability in Deep Networks Using Geometric Moments.

[BibT_eX]

[DOI]

Rajhans Singh

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

Scene Graph Driven Text-Prompt Generation for Image Inpainting.

[BibT_eX]

[DOI]

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Machine-Learning Approach for Automatic Detection of Wild Beluga Whales from Hand-Held Camera Pictures.

[BibT_eX]

[DOI]

Sensors, 2022

Role of Data Augmentation Strategies in Knowledge Distillation for Wearable Sensor Data.

[BibT_eX]

[DOI]

IEEE Internet Things J., 2022

Deep Geometric Moment.

[BibT_eX]

[DOI]

Rajhans Singh

CoRR, 2022

Topological Knowledge Distillation for Wearable Sensor Data.

[BibT_eX]

[DOI]

Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021

Structure based inference of functional single nucleotide polymorphism and its role in TGFβ1 allied colorectal cancer (CRC).

[BibT_eX]

[DOI]

Tiratha Raj Singh

Int. J. Bioinform. Res. Appl., 2021

Geometric Priors for Scientific Generative Models in Inertial Confinement Fusion.

[BibT_eX]

[DOI]

Rushil Anirudh

Eugene Kur

Jayaraman J. Thiagarajan

CoRR, 2021

Interpretable COVID-19 Chest X-Ray Classification via Orthogonality Constraint.

[BibT_eX]

[DOI]

CoRR, 2021

An adaptive spectral graph wavelet method for PDEs on networks.

[BibT_eX]

[DOI]

Mani Mehra

Günter Leugering

Adv. Comput. Math., 2021

2020

Nonhomogeneous backward heat conduction problem: Compact filter regularization and error estimates.

[BibT_eX]

[DOI]

Mani Mehra

J. Appl. Math. Comput., February, 2020

GraCIAS: Grassmannian of Corrupted Images for Adversarial Security.

[BibT_eX]

[DOI]

CoRR, 2020

Multimodal Device Clustering Using Mobile Agent for Correlation in Sensor-Based IoT.

[BibT_eX]

[DOI]

Vishal Krishna Singh

Mala Kalra

Ad Hoc Sens. Wirel. Networks, 2020

Semi-Supervised Clustering with Neural Networks.

[BibT_eX]

[DOI]

Gullal Singh Cheema

Proceedings of the 6th IEEE International Conference on Multimedia Big Data, 2020

2019

Disease Biomarker Discovery.

[BibT_eX]

[DOI]

Proceedings of the Encyclopedia of Bioinformatics and Computational Biology - Volume 3, 2019

Gene Expression Studies to Identify Significant Genes in AR, MTOR, MAPK Pathways and their Overlapping Regulatory Role in Prostate Cancer.

[BibT_eX]

[DOI]

J. Integr. Bioinform., 2019

Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning.

[BibT_eX]

[DOI]

CoRR, 2019

Primate Face Identification in the Wild.

[BibT_eX]

[DOI]

Proceedings of the PRICAI 2019: Trends in Artificial Intelligence, 2019

A Compact Filter Regularization Method for Solving Sideways Heat Equation.

[BibT_eX]

[DOI]

Mani Mehra

Proceedings of the Numerical Computations: Theory and Algorithms, 2019

A Hybrid Approach to Tiger Re-Identification.

[BibT_eX]

[DOI]

Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision Workshops, 2019

PrOSe: Product of Orthogonal Spheres Parameterization for Disentangled Representation Learning.

[BibT_eX]

[DOI]

Proceedings of the 30th British Machine Vision Conference 2019, 2019

2018

Network-based approach to understand dynamic behaviour of Wnt signaling pathway regulatory elements in colorectal cancer.

[BibT_eX]

[DOI]

Tiratha Raj Singh

Netw. Model. Anal. Health Informatics Bioinform., 2018

Unique Identification of Macaques for Population Monitoring and Control.

[BibT_eX]

[DOI]

CoRR, 2018

ClusterNet : Semi-Supervised Clustering using Neural Networks.

[BibT_eX]

[DOI]

Gullal Singh Cheema

Karthikeyan Natesan Ramamurthy

CoRR, 2018

Geometry of Deep Generative Models for Disentangled Representations.

[BibT_eX]

[DOI]

Proceedings of the ICVGIP 2018: 11th Indian Conference on Computer Vision, 2018

Perturbation Robust Representations of Topological Persistence Diagrams.

[BibT_eX]

[DOI]

Anirudh Som

Kowshik Thopalli

Vinay Venkataraman

Proceedings of the Computer Vision - ECCV 2018, 2018

2017

Energy efficient EEG acquisition and reconstruction for a Wireless Body Area Network.

[BibT_eX]

[DOI]

Integr., 2017

Metric learning on biological sequence embeddings.

[BibT_eX]

[DOI]

Proceedings of the 18th IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2017

2016

Metric learning based automatic segmentation of patterned species.

[BibT_eX]

[DOI]

Proceedings of the 2016 IEEE International Conference on Image Processing, 2016

2015

Row-sparse blind compressed sensing for reconstructing multi-channel EEG signals.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2015

Exploiting inter-channel correlation in EEG signal reconstruction.

[BibT_eX]

[DOI]

Biomed. Signal Process. Control., 2015

Combining sparsity with rank-deficiency for energy efficient EEG sensing and transmission over Wireless Body Area Network.

[BibT_eX]

[DOI]

Rabab K. Ward

Proceedings of the 2015 IEEE International Conference on Acoustics, 2015

A Kronecker Compressed Sensing formulation for energy efficient EEG sensing.

[BibT_eX]

[DOI]

Rabab K. Ward

Proceedings of the Eighth International Conference on Advances in Pattern Recognition, 2015

2014

Matrix Recovery Using Split Bregman.

[BibT_eX]

[DOI]

Anupriya Gogna

Proceedings of the 22nd International Conference on Pattern Recognition, 2014

Split Bregman algorithms for sparse / joint-sparse and low-rank signal recovery: Application in compressive hyperspectral imaging.

[BibT_eX]

[DOI]

Anupriya Gogna

Hemant Kumar Aggarwal