Adversarial examples are useful too!

May 13, 2020
Ali Borji


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Harnessing adversarial examples with a surprisingly simple defense

Apr 29, 2020
Ali Borji


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Empirical Upper Bound, Error Diagnosis and Invariance Analysis of Modern Object Detectors

Apr 05, 2020
Ali Borji

* arXiv admin note: substantial text overlap with arXiv:1911.12451 

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ObjectNet Dataset: Reanalysis and Correction

Apr 04, 2020
Ali Borji


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White Noise Analysis of Neural Networks

Dec 23, 2019
Ali Borji, Sikun Lin


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Empirical Upper Bound in Object Detection and More

Dec 17, 2019
Ali Borji, Seyed Mehdi Iranmanesh


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Empirical Upper-bound in Object Detection and More

Dec 06, 2019
Ali Borji, Seyed Mehdi Iranmanesh


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A New Ensemble Adversarial Attack Powered by Long-term Gradient Memories

Nov 18, 2019
Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Jing Li, Patrick Le Callet

* Accepted by AAAI2020 

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DAVE: A Deep Audio-Visual Embedding for Dynamic Saliency Prediction

May 25, 2019
Hamed R. Tavakoli, Ali Borji, Esa Rahtu, Juho Kannala


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GazeGAN: A Generative Adversarial Saliency Model based on Invariance Analysis of Human Gaze During Scene Free Viewing

May 25, 2019
Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min, Guodong Guo, Patrick Le Callet


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Digging Deeper into Egocentric Gaze Prediction

Apr 12, 2019
Hamed R. Tavakoli, Esa Rahtu, Juho Kannala, Ali Borji

* presented at WACV 2019 

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Understanding and Visualizing Deep Visual Saliency Models

Apr 03, 2019
Sen He, Hamed R. Tavakoli, Ali Borji, Yang Mi, Nicolas Pugeault

* To appear in CVPR2019, camera ready version 

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Adversarial Attacks against Deep Saliency Models

Apr 02, 2019
Zhaohui Che, Ali Borji, Guangtao Zhai, Suiyi Ling, Guodong Guo, Patrick Le Callet


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A Synchronized Multi-Modal Attention-Caption Dataset and Analysis

Mar 06, 2019
Sen He, Hamed R. Tavakoli, Ali Borji, Nicolas Pugeault


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Video Summarization via Actionness Ranking

Mar 01, 2019
Mohamed Elfeki, Ali Borji

* Published in WACV-2019 as an Oral 

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Multi-View Egocentric Video Summarization

Dec 01, 2018
Mohamed Elfeki, Aidean Sharghi, Srikrishna Karanam, Ziyan Wu, Ali Borji


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From Third Person to First Person: Dataset and Baselines for Synthesis and Retrieval

Dec 01, 2018
Mohamed Elfeki, Krishna Regmi, Shervin Ardeshir, Ali Borji


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Improving Sequential Determinantal Point Processes for Supervised Video Summarization

Oct 24, 2018
Aidean Sharghi, Ali Borji, Chengtao Li, Tianbao Yang, Boqing Gong


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Pros and Cons of GAN Evaluation Measures

Oct 24, 2018
Ali Borji


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Saliency Prediction in the Deep Learning Era: An Empirical Investigation

Oct 11, 2018
Ali Borji


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Bottom-up Attention, Models of

Oct 11, 2018
Ali Borji, Hamed R. Tavakoli, Zoya Bylinskii

* arXiv admin note: substantial text overlap with arXiv:1810.03716 

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Invariance Analysis of Saliency Models versus Human Gaze During Scene Free Viewing

Oct 10, 2018
Zhaohui Che, Ali Borji, Guangtao Zhai, Xiongkuo Min


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Salient Object Detection: A Survey

Sep 06, 2018
Ali Borji, Ming-Ming Cheng, Qibin Hou, Huaizu Jiang, Jia Li

* 21 pages, 12 figures 

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Cross-view image synthesis using geometry-guided conditional GANs

Aug 14, 2018
Krishna Regmi, Ali Borji

* Under review as a journal paper at CVIU. arXiv admin note: substantial text overlap with arXiv:1803.03396 

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Enhanced-alignment Measure for Binary Foreground Map Evaluation

Jul 24, 2018
Deng-Ping Fan, Cheng Gong, Yang Cao, Bo Ren, Ming-Ming Cheng, Ali Borji

* 8pages, 10 figures, IJCAI 2018 (oral) 

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Salient Objects in Clutter: Bringing Salient Object Detection to the Foreground

Jul 22, 2018
Deng-Ping Fan, Ming-Ming Cheng, Jiang-Jiang Liu, Shang-Hua Gao, Qibin Hou, Ali Borji

* ECCV 2018 

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Learning a Saliency Evaluation Metric Using Crowdsourced Perceptual Judgments

Jun 27, 2018
Changqun Xia, Jia Li, Jinming Su, Ali Borji


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Statistics of Deep Generated Images

Jun 16, 2018
Yu Zeng, Huchuan Lu, Ali Borji

* submitted to CVIU 

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