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InverseForm: A Loss Function for Structured Boundary-Aware Segmentation


Apr 08, 2021
Shubhankar Borse, Ying Wang, Yizhe Zhang, Fatih Porikli

* Accepted to CVPR 2021 as an oral presentation 

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On Generating Transferable Targeted Perturbations


Mar 26, 2021
Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

* Source Code is available at https://github.com/Muzammal-Naseer/TTP 

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Cascade Weight Shedding in Deep Neural Networks: Benefits and Pitfalls for Network Pruning


Mar 19, 2021
Kambiz Azarian, Fatih Porikli


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Structured Convolutions for Efficient Neural Network Design


Aug 06, 2020
Yash Bhalgat, Yizhe Zhang, Jamie Lin, Fatih Porikli


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Towards Purely Unsupervised Disentanglement of Appearance and Shape for Person Images Generation


Jul 30, 2020
Hongtao Yang, Tong Zhang, Wenbing Huang, Xuming He, Fatih Porikli


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Stylized Adversarial Defense


Jul 29, 2020
Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

* Code is available at this http https://github.com/Muzammal-Naseer/SAT 

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A Self-supervised Approach for Adversarial Robustness


Jun 08, 2020
Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Fatih Porikli

* CVPR-2020 (Oral). Code this http https://github.com/Muzammal-Naseer/NRP

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Identity Enhanced Residual Image Denoising


Apr 26, 2020
Saeed Anwar, Cong Phuoc Huynh, Fatih Porikli

* Accepted in CVPRW. arXiv admin note: substantial text overlap with arXiv:1712.02933 

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See More, Know More: Unsupervised Video Object Segmentation with Co-Attention Siamese Networks


Jan 19, 2020
Xiankai Lu, Wenguan Wang, Chao Ma, Jianbing Shen, Ling Shao, Fatih Porikli

* CVPR2019 
* CVPR2019. Weblink: https://github.com/carrierlxk/COSNet 

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Image Segmentation Using Deep Learning: A Survey


Jan 18, 2020
Shervin Minaee, Yuri Boykov, Fatih Porikli, Antonio Plaza, Nasser Kehtarnavaz, Demetri Terzopoulos


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Sparse Coding on Cascaded Residuals


Nov 07, 2019
Tong Zhang, Fatih Porikli

* ACCV 2016 

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Component Attention Guided Face Super-Resolution Network: CAGFace


Oct 19, 2019
Ratheesh Kalarot, Tao Li, Fatih Porikli

* Submitted to WACV 2020 

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Sketch-Specific Data Augmentation for Freehand Sketch Recognition


Oct 14, 2019
Ying Zheng, Hongxun Yao, Xiaoshuai Sun, Shengping Zhang, Sicheng Zhao, Fatih Porikli


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Joint Stereo Video Deblurring, Scene Flow Estimation and Moving Object Segmentation


Oct 06, 2019
Liyuan Pan, Yuchao Dai, Miaomiao Liu, Fatih Porikli, Quan Pan

* Accepted by IEEE Transactions on Image Processing 2019. arXiv admin note: text overlap with arXiv:1704.03273 

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CoinNet: Deep Ancient Roman Republican Coin Classification via Feature Fusion and Attention


Aug 26, 2019
Hafeez Anwar, Saeed Anwar, Sebastian Zambanini, Fatih Porikli


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Cross-Domain Transferability of Adversarial Perturbations


Jun 10, 2019
Muzammal Naseer, Salman H. Khan, Harris Khan, Fahad Shahbaz Khan, Fatih Porikli

* Source Code will be made available (soon) 

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Towards better Validity: Dispersion based Clustering for Unsupervised Person Re-identification


Jun 04, 2019
Guodong Ding, Salman Khan, Zhenmin Tang, Jian Zhang, Fatih Porikli

* 10 pages, 6 figures, 4 tables 

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Recovering Faces from Portraits with Auxiliary Facial Attributes


Apr 07, 2019
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz

* 2019 IEEE Winter Conference on Applications of Computer Vision (WACV) 

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Identity-preserving Face Recovery from Stylized Portraits


Apr 07, 2019
Fatemeh Shiri, Xin Yu, Fatih Porikli, Richard Hartley, Piotr Koniusz

* International Journal of Computer Vision 2019. arXiv admin note: substantial text overlap with arXiv:1801.02279 

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Distorting Neural Representations to Generate Highly Transferable Adversarial Examples


Nov 22, 2018
Muzammal Naseer, Salman H. Khan, Shafin Rahman, Fatih Porikli


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Saliency Integration: An Arbitrator Model


Jul 27, 2018
Yingyue Xu, Xiaopeng Hong, Fatih Porikli, Xin Liu, Jie Chen, Guoying Zhao

* Y. Xu, X. Hong, F. Porikli, X. Liu, J. Chen, and G. Zhao, "Saliency Integration: An Arbitrator Model", IEEE Transactions on Multimedia. 2018 
* IEEE Transactions on Multimedia (2018) 

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Deep Underwater Image Enhancement


Jul 10, 2018
Saeed Anwar, Chongyi Li, Fatih Porikli

* 12 pages, 11 figures 

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Local Gradients Smoothing: Defense against localized adversarial attacks


Jul 03, 2018
Muzammal Naseer, Salman Khan, Fatih Porikli


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A Deeper Look at Power Normalizations


Jun 24, 2018
Piotr Koniusz, Hongguang Zhang, Fatih Porikli

* IEEE Conference on Computer Vision and Pattern Recognition, 2018 

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Feature Affinity based Pseudo Labeling for Semi-supervised Person Re-identification


May 16, 2018
Guodong Ding, Shanshan Zhang, Salman Khan, Zhenmin Tang, Jian Zhang, Fatih Porikli

* 12 pages, 4 figures, 9 tables 

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Video Representation Learning Using Discriminative Pooling


Mar 29, 2018
Jue Wang, Anoop Cherian, Fatih Porikli, Stephen Gould

* 8 pages, 7 figures, Accepted in CVPR2018. arXiv admin note: substantial text overlap with arXiv:1704.01716 

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Selective Video Object Cutout


Mar 22, 2018
Wenguan Wang, Jianbing Shen, Fatih Porikli

* IEEE Transactions on Image Processing, Vol. 26, No. 12, pp 5645-5655, 2017 
* W. Wang, J. Shen, and F. Porikli. "Selective video object cutout." IEEE Transactions on Image Processing 26.12 (2017): 5645-5655 

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