Publications

Juan C. Perez, Motasem Alfarra, Guillaume Jeanneret, Adel Bibi, Ali Thabet, Bernard Ghanem, Pablo Arbelaez (2020). Gabor Layers Enhance Network Robustness. In ECCV20.

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Motasem Alfarra, Juan C. Pérez, Adel Bibi, Ali Thabet, Pablo Arbeláez, Bernard Ghanem (2020). ClusTR: Clustering Training for Robustness. arXiv.

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Modar Alfadly*, Adel Bibi*, Emilio Botero, Salman Alsubaihi, Bernard Ghanem (2020). Network Moments: Extensions and Sparse-Smooth Attacks. arXiv.

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Motasem Alfarra*, Adel Bibi *, Hasan Hammoud, Mohamed Gaafar, Bernard Ghanem (2020). On the Decision Boundaries of Deep Neural Networks: A Tropical Geometry Perspective. arXiv.

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Eduard Gorbunov, Adel Bibi, Ozan Sener, El Houcine Bergou, Peter Richtarik (2020). A Stochastic Derivative Free Optimization Method with Momentum. In ICLR20.

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Adel Bibi, El Houcine Bergou, Ozan Sener, Bernard Ghanem, Peter Richtarik (2020). A Stochastic Derivative-Free Optimization Method with Importance Sampling: Theory and Learning to Control. In AAAI20.

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Salman Alsubaihi *, Adel Bibi *, Modar Alfadly *, Bernard Ghanem (2019). Expected Tight Bounds for Robust Deep Neural Network Training. arXiv.

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Modar Alfadly*, Adel Bibi *, Bernard Ghanem (2019). Analytical Moment Regularizer for Gaussian Robust Networks. arXiv.

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Adel Bibi, Bernard Ghanem, Vladlen Koltun, Rene Ranftl (2019). Deep Layers as Stochastic Solvers. In ICLR19.

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Rafał Protasiuk, Adel Bibi, Bernard Ghanem (2019). Local Color Mapping Combined with Color Transfer for Underwater Image Enhancement. In WACV19.

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Matthias Mueller *, Adel Bibi *, Silvio Giancola *, Salman Alsubaihi, Bernard Ghanem (2018). TrackingNet: A Large-Scale Dataset and Benchmark for Object Tracking in the Wild. In ECCV18.

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Adel Bibi, Alibek Sailanbayev, Bernard Ghanem, Robert Mansel Gower, Peter Richtárik (2018). Improving SAGA via a Probabilistic Interpolation with Gradient Descent. arXiv.

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Adel Bibi *, Modar Alfadly *, Bernard Ghanem (2018). Analytic Expressions for Probabilistic Moments of PL-DNN with Gaussian Input. [Oral] In CVPR18.

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Adel Bibi, Bernard Ghanem (2017). High Order Tensor Formulation for Convolutional Sparse Coding. In ICCV17.

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Adel Bibi, Hani Itani, Bernard Ghanem (2017). FFTLasso: Large-Scale Lasso in the Fourier Domain. [Oral] In CVPR17.

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Adel Bibi, Matthias Mueller, Bernard Ghanem (2016). Target Response Adaptation for Correlation Filter Tracking. [Spotlight] In ECCV16.

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Tianzhu Zhang, Adel Bibi, Bernard Ghanem (2016). In Defense of Sparse Tracking: Circulant Sparse Tracker. [Spotlight] In CVPR16.

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Adel Bibi, Tianzhu Zhang, Bernard Ghanem (2016). 3D Part-Based Sparse Tracker with Automatic Synchronization and Registration. In CVPR16.

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Adel Bibi, Bernard Ghanem (2016). Multi-Template Scale-Adaptive Kernelized Correlation Filters. In ICCVW15.

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