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Learning to Predict Salient Faces: A Novel Visual-Audio Saliency Model


Mar 29, 2021
Yufan Liu, Minglang Qiao, Mai Xu, Bing Li, Weiming Hu, Ali Borji

* Published as an ECCV2020 paper 

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Contemplating real-world object classification


Mar 27, 2021
Ali Borji

* to appear in iclr 2021 

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Pros and Cons of GAN Evaluation Measures: New Developments


Mar 17, 2021
Ali Borji

* 27 pages, 21 figures 

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Enhancing sensor resolution improves CNN accuracy given the same number of parameters or FLOPS


Mar 09, 2021
Ali Borji


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Shape Defense


Aug 31, 2020
Ali Borji


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A Compact Deep Architecture for Real-time Saliency Prediction


Aug 30, 2020
Samad Zabihi, Hamed Rezazadegan Tavakoli, Ali Borji


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Harnessing adversarial examples with a surprisingly simple defense


Jun 03, 2020
Ali Borji


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Adversarial examples are useful too!


May 13, 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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