Concepedia

Vikas Singh

VS

61

Publications

3.6K

Citations

29

H-Index

2007

Active since

Affiliations

University of Wisconsin–Madison(Current)

William S. Middleton Memorial Veterans Hospital

University of Wisconsin–Whitewater

University at Buffalo, State University of New York

Vikas Singh is an author at University of Wisconsin–Madison specializing in engineering, image analysis, and deep learning.

Top concepts

EngineeringDeep LearningImage AnalysisComputer ScienceMachine LearningComputer VisionData SciencePattern RecognitionMachine VisionNeuroscience

Publications per year

2007–2023

61

Publications

61

Predictive markers for AD in a multi-modality framework: An analysis of MCI progression in the ADNI population

Chris Hinrichs, Vikas Singh, Guofan Xu et al. · NeuroImage · 2010 · 407 citations · Full text

Genotype-phenotype Association, Genetics, Multi-modality Framework +12

Nyströmformer: A Nyström-based Algorithm for Approximating Self-Attention

Yunyang Xiong, Zhanpeng Zeng, Rudrasis Chakraborty et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 2021 · 285 citations · Full text

Spatially augmented LPboosting for AD classification with evaluations on the ADNI dataset

Chris Hinrichs, Vikas Singh, Lopamudra Mukherjee et al. · NeuroImage · 2009 · 223 citations · Full text

Data Classification, Classification Method, Image Analysis +13

Half-integrality based algorithms for cosegmentation of images

Lopamudra Mukherjee, Vikas Singh, Charles R. Dyer · 2009 IEEE Conference on Computer Vision and Pattern Recognition · 2009 · 174 citations · Full text

Scene Analysis, Engineering, Machine Learning +16

Gaze-enabled egocentric video summarization via constrained submodular maximization

Jia Xu, Lopamudra Mukherjee, Yin Li et al. · 2015 · 165 citations · Full text

Engineering, Machine Learning, Video Summarization +18

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