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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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MMFT-BERT: Multimodal Fusion Transformer with BERT Encodings for Visual Question Answering

Oct 27, 2020
Aisha Urooj Khan, Amir Mazaheri, Niels da Vitoria Lobo, Mubarak Shah

* Accepted at Findings of EMNLP 2020 

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Meta-learning the Learning Trends Shared Across Tasks

Oct 19, 2020
Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah

* Code will be released at https://github.com/brjathu/PAMELA 

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Uncertainty Estimation and Sample Selection for Crowd Counting

Oct 04, 2020
Viresh Ranjan, Boyu Wang, Mubarak Shah, Minh Hoai

* ACCV 2020 

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A Scene-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video

Aug 27, 2020
Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah

* Under review 

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Simultaneous Detection and Tracking with Motion Modelling for Multiple Object Tracking

Aug 20, 2020
ShiJie Sun, Naveed Akhtar, XiangYu Song, HuanSheng Song, Ajmal Mian, Mubarak Shah

* 25 pages, 9 figures, has been accepted by the ECCCV 2020 

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Deep Photo Cropper and Enhancer

Aug 03, 2020
Aaron Ott, Amir Mazaheri, Niels D. Lobo, Mubarak Shah


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Cassandra: Detecting Trojaned Networks from Adversarial Perturbations

Jul 28, 2020
Xiaoyu Zhang, Ajmal Mian, Rohit Gupta, Nazanin Rahnavard, Mubarak Shah


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Odyssey: Creation, Analysis and Detection of Trojan Models

Jul 16, 2020
Marzieh Edraki, Nazmul Karim, Nazanin Rahnavard, Ajmal Mian, Mubarak Shah


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TinyVIRAT: Low-resolution Video Action Recognition

Jul 14, 2020
Ugur Demir, Yogesh S Rawat, Mubarak Shah


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Self-supervised Knowledge Distillation for Few-shot Learning

Jun 17, 2020
Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah


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Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Security Videos

May 19, 2020
Mamshad Nayeem Rizve, Ugur Demir, Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan Dave, Yogesh Singh Rawat, Mubarak Shah

* 9 pages 

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Human in Events: A Large-Scale Benchmark for Human-centric Video Analysis in Complex Events

May 19, 2020
Weiyao Lin, Huabin Liu, Shizhan Liu, Yuxi Li, Guo-Jun Qi, Rui Qian, Tao Wang, Nicu Sebe, Ning Xu, Hongkai Xiong, Mubarak Shah

* Dataset for ACM MM'20 Grand Challenge on Large-scale Human-centric Video Analysis in Complex Events (http://humaninevents.org

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Text Synopsis Generation for Egocentric Videos

May 08, 2020
Aidean Sharghi, Niels da Vitoria Lobo, Mubarak Shah


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Gabriella: An Online System for Real-Time Activity Detection in Untrimmed Surveillance Videos

Apr 23, 2020
Mamshad Nayeem Rizve, Ugur Demir, Praveen Tirupattur, Aayush Jung Rana, Kevin Duarte, Ishan Dave, Yogesh Singh Rawat, Mubarak Shah

* 8 pages 

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RescueNet: Joint Building Segmentation and Damage Assessment from Satellite Imagery

Apr 15, 2020
Rohit Gupta, Mubarak Shah

* 7 pages, 3 figures, submitted to ICPR 

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Adversarial Learning for Personalized Tag Recommendation

Apr 01, 2020
Erik Quintanilla, Yogesh Rawat, Andrey Sakryukin, Mubarak Shah, Mohan Kankanhalli


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iTAML: An Incremental Task-Agnostic Meta-learning Approach

Mar 25, 2020
Jathushan Rajasegaran, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Mubarak Shah

* Accepted to CVPR 2020 

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Subspace Capsule Network

Feb 07, 2020
Marzieh Edraki, Nazanin Rahnavard, Mubarak Shah


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On Symbiosis of Attribute Prediction and Semantic Segmentation

Nov 23, 2019
Mahdi M. Kalayeh, Mubarak Shah

* Accepted for publication in PAMI. arXiv admin note: substantial text overlap with arXiv:1704.08740 

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Unsupervised Visual Representation Learning with Increasing Object Shape Bias

Nov 17, 2019
Zhibo Wang, Shen Yan, Xiaoyu Zhang, Mubarak Shah, Niels Lobo


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Human Action Recognition in Drone Videos using a Few Aerial Training Examples

Oct 22, 2019
Waqas Sultani, Mubarak Shah

* IEEE Robotics and Automation Letters with International Conference on Robotics and Automation (ICRA) option, 2020, under review 

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CapsuleVOS: Semi-Supervised Video Object Segmentation Using Capsule Routing

Sep 30, 2019
Kevin Duarte, Yogesh S Rawat, Mubarak Shah

* 8 pages, 6 figures, ICCV 2019 

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An Efficient 3D CNN for Action/Object Segmentation in Video

Jul 21, 2019
Rui Hou, Chen Chen, Rahul Sukthankar, Mubarak Shah


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Deep Constrained Dominant Sets for Person Re-identification

Apr 25, 2019
Leulseged Tesfaye Alemu, Mubarak Shah, Marcello Pelillo


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Bridging the Domain Gap for Ground-to-Aerial Image Matching

Apr 24, 2019
Krishna Regmi, Mubarak Shah


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Crowd Transformer Network

Apr 04, 2019
Viresh Ranjan, Mubarak Shah, Minh Hoai Nguyen


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EgoReID: Person re-identification in Egocentric Videos Acquired by Mobile Devices with First-Person Point-of-View

Dec 22, 2018
Emrah Basaran, Yonatan Tariku Tesfaye, Mubarak Shah


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