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"Knights": First Place Submission for VIPriors21 Action Recognition Challenge at ICCV 2021


Oct 14, 2021
Ishan Dave, Naman Biyani, Brandon Clark, Rohit Gupta, Yogesh Rawat, Mubarak Shah

* Challenge results are available at https://vipriors.github.io/challenges/#action-recognition 

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Discriminative Region-based Multi-Label Zero-Shot Learning


Aug 20, 2021
Sanath Narayan, Akshita Gupta, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Mubarak Shah

* Accepted to ICCV 2021. Source code is available at https://github.com/akshitac8/BiAM 

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Threat of Adversarial Attacks on Deep Learning in Computer Vision: Survey II


Aug 01, 2021
Naveed Akhtar, Ajmal Mian, Navid Kardan, Mubarak Shah


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Video Generation from Text Employing Latent Path Construction for Temporal Modeling


Jul 29, 2021
Amir Mazaheri, Mubarak Shah


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TinyAction Challenge: Recognizing Real-world Low-resolution Activities in Videos


Jul 24, 2021
Praveen Tirupattur, Aayush J Rana, Tushar Sangam, Shruti Vyas, Yogesh S Rawat, Mubarak Shah

* 8 pages. arXiv admin note: text overlap with arXiv:2007.07355 

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VisDrone-CC2020: The Vision Meets Drone Crowd Counting Challenge Results


Jul 19, 2021
Dawei Du, Longyin Wen, Pengfei Zhu, Heng Fan, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Ali Al-Ali, Amr Mohamed, Bakour Imene, Bin Dong, Binyu Zhang, Bouchali Hadia Nesma, Chenfeng Xu, Chenzhen Duan, Ciro Castiello, Corrado Mencar, Dingkang Liang, Florian Krüger, Gennaro Vessio, Giovanna Castellano, Jieru Wang, Junyu Gao, Khalid Abualsaud, Laihui Ding, Lei Zhao, Marco Cianciotta, Muhammad Saqib, Noor Almaadeed, Omar Elharrouss, Pei Lyu, Qi Wang, Shidong Liu, Shuang Qiu, Siyang Pan, Somaya Al-Maadeed, Sultan Daud Khan, Tamer Khattab, Tao Han, Thomas Golda, Wei Xu, Xiang Bai, Xiaoqing Xu, Xuelong Li, Yanyun Zhao, Ye Tian, Yingnan Lin, Yongchao Xu, Yuehan Yao, Zhenyu Xu, Zhijian Zhao, Zhipeng Luo, Zhiwei Wei, Zhiyuan Zhao

* European Conference on Computer Vision. Springer, Cham, 2020: 675-691 
* The method description of A7 Mutil-Scale Aware based SFANet (M-SFANet) is updated and missing references are added 

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Controlled Caption Generation for Images Through Adversarial Attacks


Jul 07, 2021
Nayyer Aafaq, Naveed Akhtar, Wei Liu, Mubarak Shah, Ajmal Mian


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Florida Wildlife Camera Trap Dataset


Jun 23, 2021
Crystal Gagne, Jyoti Kini, Daniel Smith, Mubarak Shah

* IEEE Conference on Computer Vision and Pattern Recognition, CV4Animals: Computer Vision for Animal Behavior Tracking and Modeling Workshop, 2021 

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Novel View Video Prediction Using a Dual Representation


Jun 07, 2021
Sarah Shiraz, Krishna Regmi, Shruti Vyas, Yogesh S. Rawat, Mubarak Shah

* Accepted in ICIP 2021 

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PC-DAN: Point Cloud based Deep Affinity Network for 3D Multi-Object Tracking (Accepted as an extended abstract in JRDB-ACT Workshop at CVPR21)


Jun 03, 2021
Aakash Kumar, Jyoti Kini, Mubarak Shah, Ajmal Mian


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PLM: Partial Label Masking for Imbalanced Multi-label Classification


May 22, 2021
Kevin Duarte, Yogesh S. Rawat, Mubarak Shah

* Accepted to the CVPR 2021 Learning from Limited or Imperfect Data (L2ID) Workshop 

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MutualNet: Adaptive ConvNet via Mutual Learning from Different Model Configurations


May 14, 2021
Taojiannan Yang, Sijie Zhu, Matias Mendieta, Pu Wang, Ravikumar Balakrishnan, Minwoo Lee, Tao Han, Mubarak Shah, Chen Chen

* Extended version of arXiv:1909.12978. More experiments on 3D networks (SlowFast, X3D) and analyses on training cost 

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Found a Reason for me? Weakly-supervised Grounded Visual Question Answering using Capsules


May 11, 2021
Aisha Urooj Khan, Hilde Kuehne, Kevin Duarte, Chuang Gan, Niels Lobo, Mubarak Shah

* IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2021 

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Unsupervised Discriminative Embedding for Sub-Action Learning in Complex Activities


Apr 30, 2021
Sirnam Swetha, Hilde Kuehne, Yogesh S Rawat, Mubarak Shah


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Dogfight: Detecting Drones from Drones Videos


Apr 09, 2021
Muhammad Waseem Ashraf, Waqas Sultani, Mubarak Shah

* 10 pages, 10 figures, Accepted for CVPR 2021 

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Handwriting Transformers


Apr 08, 2021
Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Mubarak Shah


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LSDAT: Low-Rank and Sparse Decomposition for Decision-based Adversarial Attack


Mar 22, 2021
Ashkan Esmaeili, Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah, Ajmal Mian


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Modeling Multi-Label Action Dependencies for Temporal Action Localization


Mar 05, 2021
Praveen Tirupattur, Kevin Duarte, Yogesh Rawat, Mubarak Shah


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Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning


Mar 01, 2021
Mamshad Nayeem Rizve, Salman Khan, Fahad Shahbaz Khan, Mubarak Shah

* accepted in CVPR 2021 

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TCLR: Temporal Contrastive Learning for Video Representation


Feb 04, 2021
Ishan Dave, Rohit Gupta, Mamshad Nayeem Rizve, Mubarak Shah


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In Defense of Pseudo-Labeling: An Uncertainty-Aware Pseudo-label Selection Framework for Semi-Supervised Learning


Jan 15, 2021
Mamshad Nayeem Rizve, Kevin Duarte, Yogesh S Rawat, Mubarak Shah

* accepted in ICLR 2021 

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Transformers in Vision: A Survey


Jan 04, 2021
Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, Mubarak Shah

* 24 pages 

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Deep Learning-Based Human Pose Estimation: A Survey


Jan 02, 2021
Ce Zheng, Wenhan Wu, Taojiannan Yang, Sijie Zhu, Chen Chen, Ruixu Liu, Ju Shen, Nasser Kehtarnavaz, Mubarak Shah


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Correct block-design experiments mitigate temporal correlation bias in EEG classification


Nov 25, 2020
Simone Palazzo, Concetto Spampinato, Joseph Schmidt, Isaak Kavasidis, Daniela Giordano, Mubarak Shah


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Anomaly Detection in Video via Self-Supervised and Multi-Task Learning


Nov 15, 2020
Mariana-Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah


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