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CHASE: Robust Visual Tracking via Cell-Level Differentiable Neural Architecture Search


Jul 02, 2021
Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei

* The first two authors contributed equally to this work 

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Rate-Distortion Analysis of Minimum Excess Risk in Bayesian Learning


May 10, 2021
Hassan Hafez-Kolahi, Behrad Moniri, Shohreh Kasaei, Mahdieh Soleymani Baghshah

* Accepted at ICML 2021 

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Generating Unrestricted Adversarial Examples via Three Parameters


Mar 13, 2021
Hanieh Naderi, Leili Goli, Shohreh Kasaei


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Be Your Own Best Competitor! Multi-Branched Adversarial Knowledge Transfer


Oct 09, 2020
Mahdi Ghorbani, Fahimeh Fooladgar, Shohreh Kasaei

* 11 pages, 4 figures 

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Adaptive Exploitation of Pre-trained Deep Convolutional Neural Networks for Robust Visual Tracking


Aug 29, 2020
Seyed Mojtaba Marvasti-Zadeh, Hossein Ghanei-Yakhdan, Shohreh Kasaei


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COMET: Context-Aware IoU-Guided Network for Small Object Tracking


Jun 04, 2020
Seyed Mojtaba Marvasti-Zadeh, Javad Khaghani, Hossein Ghanei-Yakhdan, Shohreh Kasaei, Li Cheng


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Efficient Scale Estimation Methods using Lightweight Deep Convolutional Neural Networks for Visual Tracking


Apr 06, 2020
Seyed Mojtaba Marvasti-Zadeh, Hossein Ghanei-Yakhdan, Shohreh Kasaei


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Beyond Background-Aware Correlation Filters: Adaptive Context Modeling by Hand-Crafted and Deep RGB Features for Visual Tracking


Apr 06, 2020
Seyed Mojtaba Marvasti-Zadeh, Hossein Ghanei-Yakhdan, Shohreh Kasaei


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Effective Fusion of Deep Multitasking Representations for Robust Visual Tracking


Apr 03, 2020
Seyed Mojtaba Marvasti-Zadeh, Hossein Ghanei-Yakhdan, Shohreh Kasaei, Kamal Nasrollahi, Thomas B. Moeslund

* 2020 Springer. Personal use of this material is permitted. Permission from Springer must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Lightweight Residual Densely Connected Convolutional Neural Network


Jan 02, 2020
Fahimeh Fooladgar, Shohreh Kasaei


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Pointwise Attention-Based Atrous Convolutional Neural Networks


Dec 27, 2019
Mobina Mahdavi, Fahimeh Fooladgar, Shohreh Kasaei

* 7 pages, 6 figures. Author one and author two contributed equally 

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Multi-Modal Attention-based Fusion Model for Semantic Segmentation of RGB-Depth Images


Dec 25, 2019
Fahimeh Fooladgar, Shohreh Kasaei


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Deep Learning for Visual Tracking: A Comprehensive Survey


Dec 02, 2019
Seyed Mojtaba Marvasti-Zadeh, Li Cheng, Hossein Ghanei-Yakhdan, Shohreh Kasaei

* 2019 IEEE. Personal use of this material is permitted. Permission from IEEE must be obtained for all other uses, in any current or future media, including reprinting/republishing this material for advertising or promotional purposes, creating new collective works, for resale or redistribution to servers or lists, or reuse of any copyrighted component of this work in other works 

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Do Compressed Representations Generalize Better?


Sep 20, 2019
Hassan Hafez-Kolahi, Shohreh Kasaei, Mahdiyeh Soleymani-Baghshah


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Information Bottleneck and its Applications in Deep Learning


Apr 07, 2019
Hassan Hafez-Kolahi, Shohreh Kasaei


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A Novel Boundary Matching Algorithm for Video Temporal Error Concealment


Oct 25, 2016
Seyed Mojtaba Marvasti-Zadeh, Hossein Ghanei-Yakhdan, Shohreh Kasaei

* International Journal of Image, Graphics, and Signal Processing (IJIGSP), vol. 6, no. 6, pp. 1-10, May. 2014 
* arXiv admin note: text overlap with arXiv:1610.07386 

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A Bayesian Framework for Sparse Representation-Based 3D Human Pose Estimation


Nov 29, 2014
Behnam Babagholami-Mohamadabadi, Amin Jourabloo, Ali Zarghami, Shohreh Kasaei

* Accepted in IEEE Signal Processing Letters (SPL), 2014 

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