Vikas Singh
Orcid: 0000-0002-8355-6519
According to our database1,
Vikas Singh
authored at least 187 papers
between 2003 and 2024.
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Bibliography
2024
CoRR, 2024
AT-2FF: Adaptive Type-2 Fuzzy Filter for De-noising Images Corrupted with Salt-and-Pepper.
CoRR, 2024
2023
Improved adaptive type-2 fuzzy filter with exclusively two fuzzy membership function for filtering salt and pepper noise.
Multim. Tools Appl., May, 2023
Artificial intelligence application in fault diagnostics of rotating industrial machines: a state-of-the-art review.
J. Intell. Manuf., March, 2023
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the 14th International Conference on Computing Communication and Networking Technologies, 2023
Proceedings of the IEEE International Conference on Acoustics, 2023
Proceedings of the 23rd IEEE/ACM International Symposium on Cluster, 2023
2022
Performing Group Difference Testing on Graph Structured Data From GANs: Analysis and Applications in Neuroimaging.
IEEE Trans. Pattern Anal. Mach. Intell., 2022
Mixed Effects Neural ODE: A Variational Approximation for Analyzing the Dynamics of Panel Data.
CoRR, 2022
Investigating Functional Brain Network Abnormalities via Differential Covariance Trajectory Analysis and Scan Statistics.
Proceedings of the 19th IEEE International Symposium on Biomedical Imaging, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the International Conference on Machine Learning, 2022
Proceedings of the Computer Vision - ECCV 2022, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
Equivariance Allows Handling Multiple Nuisance Variables When Analyzing Pooled Neuroimaging Datasets.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022
AHP-PCP: AHP based Probabilistic Consensus Protocol for Probabilistic Knowledge-based Blockchains.
Proceedings of the IEEE International Conference on Advanced Networks and Telecommunications Systems, 2022
2021
Condition-Based Monitoring in Variable Machine Running Conditions Using Low-Level Knowledge Transfer With DNN.
IEEE Trans Autom. Sci. Eng., 2021
SN Comput. Sci., 2021
Graph Neural Networks to Predict Customer Satisfaction Following Interactions with a Corporate Call Center.
CoRR, 2021
Graph reparameterizations for enabling 1000+ Monte Carlo iterations in Bayesian deep neural networks.
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Proceedings of the Thirty-Seventh Conference on Uncertainty in Artificial Intelligence, 2021
Differentiable Optimization of Generalized Nondecomposable Functions using Linear Programs.
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021
Proceedings of the 38th International Conference on Machine Learning, 2021
Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021
2020
IEEE Trans. Aerosp. Electron. Syst., 2020
A Bayesian Approach with Type-2 Student-tMembership Function for T-S Model Identification.
CoRR, 2020
CoRR, 2020
Deep Learning image segmentation for extraction of fish body measurements and prediction of body weight and carcass traits in Nile tilapia.
Comput. Electron. Agric., 2020
Learning Amyloid Pathology Progression from Longitudinal PIB-PET Images in Preclinical Alzheimer's Disease.
Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020
Proceedings of the Computer Vision - ECCV 2020, 2020
Generating Accurate Pseudo-Labels in Semi-Supervised Learning and Avoiding Overconfident Predictions via Hermite Polynomial Activations.
Proceedings of the 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2020
Optimizing Nondecomposable Data Dependent Regularizers via Lagrangian Reparameterization Offers Significant Performance and Efficiency Gains.
Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020
2019
INFORMS J. Optim., April, 2019
IEEE ACM Trans. Comput. Biol. Bioinform., 2019
CoRR, 2019
An Entropy-based Variable Feature Weighted Fuzzy k-Means Algorithm for High Dimensional Data.
CoRR, 2019
CoRR, 2019
Associations Between Positron Emission Tomography Amyloid Pathology and Diffusion Tensor Imaging Brain Connectivity in Pre-Clinical Alzheimer's Disease.
Brain Connect., 2019
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Applications to Normative Modeling in Neuroimaging.
Proceedings of the Thirty-Fifth Conference on Uncertainty in Artificial Intelligence, 2019
Proceedings of the Information Processing in Medical Imaging, 2019
Resource Constrained Neural Network Architecture Search: Will a Submodularity Assumption Help?
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Adaptive Activation Thresholding: Dynamic Routing Type Behavior for Interpretability in Convolutional Neural Networks.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Conditional Recurrent Flow: Conditional Generation of Longitudinal Samples With Applications to Neuroimaging.
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE/CVF International Conference on Computer Vision, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the 2019 IEEE International Conference on Fuzzy Systems, 2019
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019
Explicitly Imposing Constraints in Deep Networks via Conditional Gradients Gives Improved Generalization and Faster Convergence.
Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019
2018
Adaptive Type-2 Fuzzy Approach for Filtering Salt and Pepper Noise in Grayscale Images.
IEEE Trans. Fuzzy Syst., 2018
Building Bayesian Neural Networks with Blocks: On Structure, Interpretability and Uncertainty.
CoRR, 2018
Sampling-free Uncertainty Estimation in Gated Recurrent Units with Exponential Families.
CoRR, 2018
Constrained Deep Learning using Conditional Gradient and Applications in Computer Vision.
CoRR, 2018
A Statistical Recurrent Model on the Manifold of Symmetric Positive Definite Matrices.
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
A Natural Language Interface for Dissemination of Reproducible Biomedical Data Science.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2018, 2018
Prognosis of Diesel Engine (MBT) Using Feature Extraction Techniques: A Comparative Study.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018
Fusion of Low-level Features with Stacked Autoencoder for Condition based Monitoring of Machines.
Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018
Optimal Feature Selection using Fuzzy Combination of Feature Subset for Transcriptome Data.
Proceedings of the 2018 IEEE International Conference on Fuzzy Systems, 2018
Proceedings of the Computer Vision - ECCV 2018, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
Proceedings of the 2018 IEEE Conference on Computer Vision and Pattern Recognition, 2018
2017
Proceedings of the 16th Annual UT-KBRIN Bioinformatics Summit 2016: bioinformatics: Burns, TN, USA. April 21-23, 2017.
BMC Bioinform., September, 2017
Accelerating permutation testing in voxel-wise analysis through subspace tracking: A new plugin for SnPM.
NeuroImage, 2017
Finding Differentially Covarying Needles in a Temporally Evolving Haystack: A Scan Statistics Perspective.
CoRR, 2017
On architectural choices in deep learning: From network structure to gradient convergence and parameter estimation.
CoRR, 2017
Modeling Cognitive Trends in Preclinical Alzheimer's Disease (AD) via Distributions over Permutations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2017, 2017
When can Multi-Site Datasets be Pooled for Regression? Hypothesis Tests, $\ell_2$-consistency and Neuroscience Applications.
Proceedings of the 34th International Conference on Machine Learning, 2017
A Geometric Framework for Statistical Analysis of Trajectories with Distinct Temporal Spans.
Proceedings of the IEEE International Conference on Computer Vision, 2017
Riemannian Variance Filtering: An Independent Filtering Scheme for Statistical Tests on Manifold-Valued Data.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition Workshops, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Riemannian Nonlinear Mixed Effects Models: Analyzing Longitudinal Deformations in Neuroimaging.
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Proceedings of the 2017 IEEE Conference on Computer Vision and Pattern Recognition, 2017
Randomized Deep Learning Methods for Clinical Trial Enrichment and Design in Alzheimer's Disease.
Proceedings of the Deep Learning for Medical Image Analysis, 1st Edition, 2017
2016
Integrated library management systems: Comparative analysis of Koha, Libsys, NewGenLib, and Virtua.
Electron. Libr., 2016
Proceedings of the 10th USENIX Workshop on Offensive Technologies, 2016
Hypothesis Testing in Unsupervised Domain Adaptation with Applications in Alzheimer's Disease.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016
Proceedings of the 2016 IEEE International Solid-State Circuits Conference, 2016
Proceedings of the 33nd International Conference on Machine Learning, 2016
Comparative analysis of Gaussian mixture model, logistic regression and random forest for big data classification using map reduce.
Proceedings of the 11th International Conference on Industrial and Information Systems, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Proceedings of the Computer Vision - ECCV 2016, 2016
Adaptive Signal Recovery on Graphs via Harmonic Analysis for Experimental Design in Neuroimaging.
Proceedings of the Computer Vision - ECCV 2016, 2016
Latent Variable Graphical Model Selection Using Harmonic Analysis: Applications to the Human Connectome Project (HCP).
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Proceedings of the 2016 IEEE Conference on Computer Vision and Pattern Recognition, 2016
Layerwise feature selection in Stacked Sparse Auto-Encoder for tumor type prediction.
Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2016
Proceedings of the 54th Annual Allerton Conference on Communication, 2016
2015
Multi-resolution statistical analysis of brain connectivity graphs in preclinical Alzheimer's disease.
NeuroImage, 2015
J. Mach. Learn. Res., 2015
Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015
Proceedings of the 32nd International Conference on Machine Learning, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
A Projection Free Method for Generalized Eigenvalue Problem with a Nonsmooth Regularizer.
Proceedings of the 2015 IEEE International Conference on Computer Vision, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015
2014
Multi-resolutional shape features via non-Euclidean wavelets: Applications to statistical analysis of cortical thickness.
NeuroImage, 2014
Permutation Diffusion Maps (PDM) with Application to the Image Association Problem in Computer Vision.
Proceedings of the Advances in Neural Information Processing Systems 27: Annual Conference on Neural Information Processing Systems 2014, 2014
Randomized Denoising Autoencoders for Smaller and Efficient Imaging Based AD Clinical Trials.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Proceedings of the Computer Vision - ECCV 2014, 2014
Multivariate General Linear Models (MGLM) on Riemannian Manifolds with Applications to Statistical Analysis of Diffusion Weighted Images.
Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014
2013
Characterizing Functional Connectivity Differences in Aging Adults using Machine Learning on Resting State fMRI Data.
Frontiers Comput. Neurosci., 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Proceedings of the Advances in Neural Information Processing Systems 26: 27th Annual Conference on Neural Information Processing Systems 2013. Proceedings of a meeting held December 5-8, 2013
Multi-resolutional Brain Network Filtering and Analysis via Wavelets on Non-Euclidean Space.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2013, 2013
A 45nm CMOS near-field communication radio with 0.15A/m RX sensitivity and 4mA current consumption in card emulation mode.
Proceedings of the 2013 IEEE International Solid-State Circuits Conference, 2013
Proceedings of the IEEE International Conference on Computer Vision, 2013
Incorporating User Interaction and Topological Constraints within Contour Completion via Discrete Calculus.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
Multi-resolution Shape Analysis via Non-Euclidean Wavelets: Applications to Mesh Segmentation and Surface Alignment Problems.
Proceedings of the 2013 IEEE Conference on Computer Vision and Pattern Recognition, 2013
2012
A 16 MHz BW 75 dB DR CT ΔΣ ADC Compensated for More Than One Cycle Excess Loop Delay.
IEEE J. Solid State Circuits, 2012
J. Inf. Technol. Res., 2012
Proceedings of the 1st International Conference on Recent Advances in Information Technology, 2012
Wavelet based multi-scale shape features on arbitrary surfaces for cortical thickness discrimination.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Q-MKL: Matrix-induced Regularization in Multi-Kernel Learning with Applications to Neuroimaging.
Proceedings of the Advances in Neural Information Processing Systems 25: 26th Annual Conference on Neural Information Processing Systems 2012. Proceedings of a meeting held December 3-6, 2012
Proceedings of the 9th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2012
Proceedings of the 29th International Conference on Machine Learning, 2012
Analyzing the Subspace Structure of Related Images: Concurrent Segmentation of Image Sets.
Proceedings of the Computer Vision - ECCV 2012, 2012
Random walks based multi-image segmentation: Quasiconvexity results and GPU-based solutions.
Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012
2011
Topology-Based Kernels With Application to Inference Problems in Alzheimer's Disease.
IEEE Trans. Medical Imaging, 2011
Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population.
NeuroImage, 2011
A cokriging based approach to reconstruct air pollution maps, processing measurement station concentrations and deterministic model simulations.
Environ. Model. Softw., 2011
MKL-Based Sample Enrichment and Customized Outcomes Enable Smaller AD Clinical Trials.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2011
Discrete optimization problem solving with three variants of hybrid binary particle swarm optimization.
Proceedings of the 3rd Workshop on Biologically Inspired Algorithms for Distributed Systems, 2011
Proceedings of the Signal Processing, Image Processing and Pattern Recognition, 2011
Proceedings of the 24th IEEE Conference on Computer Vision and Pattern Recognition, 2011
Proceedings of the 2011 IEEE Custom Integrated Circuits Conference, 2011
Proceedings of the International Conference on Advances in Computing and Artificial Intelligence, 2011
2010
Compensating for Quantizer Delay in Excess of One Clock Cycle in Continuous-Time DeltaSigma Modulators.
IEEE Trans. Circuits Syst. II Express Briefs, 2010
Mach. Learn., 2010
IEEE Commun. Surv. Tutorials, 2010
Epitome driven 3-D Diffusion Tensor image segmentation: on extracting specific structures.
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
Proceedings of the ICWET '10 International Conference & Workshop on Emerging Trends in Technology, Mumbai, Maharashtra, India, February 26, 2010
Learning kernels for variants of normalized cuts: Convex relaxations and applications.
Proceedings of the Twenty-Third IEEE Conference on Computer Vision and Pattern Recognition, 2010
Proceedings of the Computer Vision - ACCV 2010, 2010
2009
Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset.
NeuroImage, 2009
Enhanced Spectrum Utilization for Existing Cellular Technologies Based on Genetic Algorithm in Preview of Cognitive Radio.
Int. J. Commun. Netw. Syst. Sci., 2009
Int. J. Comput. Assist. Radiol. Surg., 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the IEEE 12th International Conference on Computer Vision, ICCV 2009, Kyoto, Japan, September 27, 2009
Proceedings of the 2009 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2009), 2009
2008
Comput. Vis. Image Underst., 2008
Algorithms for Real Time Detection and Depth Calculation of Obstacles by Autonomous Robots.
Proceedings of the 2008 IEEE Conference on Robotics, Automation and Mechatronics, 2008
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2008
2007
IEEE Trans. Medical Imaging, 2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Planning image-guided endovascular interventions: guidewire simulation using shortest path algorithms.
Proceedings of the Medical Imaging 2007: Visualization and Image-Guided Procedures, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
Proceedings of the IEEE 11th International Conference on Computer Vision, 2007
2006
Solving the brachytherapy seed localization problem using geometric and linear programming techniques.
Proceedings of the 2006 ACM Symposium on Applied Computing (SAC), 2006
A linear programming based algorithm for determining corresponding point tuples in multiple vascular images.
Proceedings of the Medical Imaging 2006: Image Processing, 2006
On Mobility Analysis of Functional Sites from Time Lapse Microscopic Image Sequences of Living Cell Nucleus.
Proceedings of the Medical Image Computing and Computer-Assisted Intervention, 2006
2005
J. Comb. Optim., 2005
J. Comb. Optim., 2005
A new algorithm for determining 3D biplane imaging geometry: theory and implementation.
Proceedings of the Medical Imaging 2005: Image Processing, 2005
Efficient geometric techniques for reconstructing 3D vessel trees from biplane image.
Proceedings of the 21st ACM Symposium on Computational Geometry, 2005
2004
Proceedings of the 2004 IEEE Symposium on Volume Visualization and Graphics, 2004
Efficient techniques for background estimation and vessel detection in coronary images.
Proceedings of the CARS 2004. Computer Assisted Radiology and Surgery. Proceedings of the 18th International Congress and Exhibition, 2004
2003
Proceedings of the 3rd Eurographics / IEEE TCVG International Workshop on Volume Graphics, 2003
Spatial Transfer Functions-A Unified Approach to Specifying Deformation in Volume Modeling and Animation.
Proceedings of the 3rd Eurographics / IEEE TCVG International Workshop on Volume Graphics, 2003