Concepedia

Bernard Ghanem

BG

177

Publications

18.1K

Citations

57

H-Index

2005

Active since

Affiliations

King Abdullah University of Science and Technology(Current)

Kootenay Association for Science & Technology

University of Illinois Urbana-Champaign

Chinese Academy of Sciences

University of Oxford

Bernard Ghanem is an author at King Abdullah University of Science and Technology specializing in engineering, machine learning, and computer vision.

Top concepts

EngineeringMachine LearningComputer VisionDeep LearningImage AnalysisComputer ScienceData ScienceMachine VisionPattern RecognitionVideo Understanding

Publications per year

2005–2025

177

Publications

177

ActivityNet: A large-scale video benchmark for human activity understanding

Fabian Caba Heilbron, Víctor Escorcia, Bernard Ghanem et al. · 2015 · 2.6K citations

Engineering, Machine Learning, Activity Classification +17

DeepGCNs: Can GCNs Go As Deep As CNNs?

Guohao Li, Matthias Müller, Ali Thabet et al. · 2019 · 1.3K citations

Convolutional Neural Network, Deep Neural Networks, Graph Convolutional Networks +10

ISTA-Net: Interpretable Optimization-Inspired Deep Network for Image Compressive Sensing

Jian Zhang, Bernard Ghanem · 2018 · 1.2K citations

Sparse Representation, Machine Vision, Machine Learning +15

Context-Aware Correlation Filter Tracking

Matthias Mueller, Neil Smith, Bernard Ghanem · 2017 · 662 citations

Engineering, Machine Learning, Video Processing +17

Robust visual tracking via multi-task sparse learning

Tianzhu Zhang, Bernard Ghanem, Si Liu et al. · 2012 · 659 citations

Multi-task Sparse Learning, Sparse Representation, Machine Vision +14

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