Submissions from 2023
Digital Twin of Atmospheric Environment: Sensory Data Fusion for High-Resolution PM2.5 Estimation and Action Policies Recommendation, Kudaibergen Abutalip, Anas Al-lahham, and Abdulmotaleb Elsaddik
Suitability of SDN and MEC to facilitate digital twin communication over LTE-A, Hikmat Adhami, Mohammad Alja'afreh, Mohamed Hoda, Jiaqi Zhao, Yong Zhou, and Abdulmotaleb Elsaddik
ARL-Wavelet-BPF optimization using PSO algorithm for bearing fault diagnosis, Muhammad Ahsan, Dariusz Bismor, and Muhammad Arslan Manzoor
A Detailed Analysis of Qualitative and Quantitative Factors in Realization of 6G Communication, Mohammad Alja'afreh, Ali Karime, Sahel Alouneh, and Abdulmotaleb El Saddik
Incorporating MPLS for Better SoC Utilization and Traffic Engineering, Mohammad Alja'Afreh, Muath Obaidat, and Sahel Alouneh
Optimizing System-on-Chip Performance Using AI and SDN: Approaches and Challenges, Mohammad Alja'afreh, Muath Obaidat, Ali Karime, and Sahel Alouneh
A Unified Model for Face Matching and Presentation Attack Detection using an Ensemble of Vision Transformer Features, Rouqaiah Al-Refai and Karthik Nandakumar
Fama–French three versus five, which model is better? A machine learning approach, Boubacar Diallo, Aliyu Bagudu, and Qi Zhang
SAT: Scale-Augmented Transformer for Person Search, Mustansar Fiaz, Hisham Cholakkal, Rao Muhammad Anwer, and Fahad Shahbaz Khan
Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data, Sayed Hashim, Karthik Nandakumar, and Mohammad Yaqub
Cascaded structure tensor for robust baggage threat detection, Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman Khan, Jorge Dias, and Naoufel Werghi
Strong Gravitational Lensing Parameter Estimation with Vision Transformer, Kuan Wei Huang, Geoff Chih Fan Chen, Po Wen Chang, Sheng Chieh Lin, Chia Jung Hsu, Vishal Thengane, and Joshua Yao Yu Lin
Is Synthetic Dataset Reliable for Benchmarking Generalizable Person Re-Identification?, Cuicui Kang
Convolutional Point Transformer, Chaitanya Kaul, Joshua Mitton, Hang Dai, and Roderick Murray-Smith
Learning Complementary Spatial–Temporal Transformer for Video Salient Object Detection, Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, and Junwei Han
Adversarial Attacks and Batch Normalization: A Batch Statistics Perspective, Awais Muhammad, Fahad Shamshad, and Sung Ho Bae
Development of machine learning models for the prediction of binary diffusion coefficients of gases, Ismail Adewale Olumegbon, Ibrahim Olanrewaju Alade, Mojeed Opeyemi Oyedeji, Talal F. Qahtan, and Aliyu Bagudu
Laplacian ICP for Progressive Registration of 3D Human Head Meshes, Nick Pears, Hang Dai, Will Smith, and Hao Sun
Untrained Neural Network Priors for Inverse Imaging Problems: A Survey, Adnan Qayyum, Inaam Ilahi, Fahad Shamshad, Farid Boussaid, Mohammed Bennamoun, and Junaid Qadir
Camera Coach: Activity Recognition and Assessment Using Thermal and RGB Videos, Ahmed Sharshar, Ahmed Hesham Aboeitta, Ahmed Fayez, Mohamed A. Khamis, Ahmed B. Zaky, and Walid Gomaa
Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey, Aoran Xiao, Jiaxing Huang, Dayan Guan, Xiaoqin Zhang, Shijian Lu, and Ling Shao
GraphPrompt: Graph-Based Prompt Templates for Biomedical Synonym Prediction, Hanwen Xu, Jiayou Zhang, Zhirui Wang, Shizhuo Zhang, Megh Bhalerao, Yucong Liu, Dawei Zhu, and Sheng Wang
Submissions from 2022
It’s Your Turn, Are You Ready to Get Vaccinated? Towards an Exploration of Vaccine Hesitancy Using Sentiment Analysis of Instagram Posts, Mohammed Talha Alam, Shahab Saquib Sohail, Syed Ubaid, Shakil, Zafar Ali, Mohammad Hijji, Abdul Khader Jilani Saudagar, and Khan Muhammad
Boosting the training of neural networks through hybrid metaheuristics, Mohammed Azmi Al-Betar, Mohammed A. Awadallah, Iyad Abu Doush, Osama Ahmad Alomari, Ammar Kamal Abasi, Sharif Naser Makhadmeh, and Zaid Abdi Alkareem Alyasseri
On the Robustness of 3D Object Detectors, Fatima Albreiki, Sultan Abu Ghazal, Jean Lahoud, Rao Anwer, Hisham Cholakkal, and Fahad Shahbaz Khan
Transformers in Remote Sensing: A Survey, Abdulaziz Amer Aleissaee, Amandeep Kumar, Rao Anwer, Salman Khan, Hisham Cholakkal, Gui-Song Xia, and Fahad Shahbaz Khan
TransformNet: Self-supervised Representation Learning Through Predicting Geometric Transformations, Muhammad Ali and Sayed Hashim
A Review on Industrial Blockchain, Mohammad Al Jaafreh, Wassim El Ahmar, Mohamad Hoda, and Ali Karime
GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images, Ahmed Al-Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, and Mohammad Yaqub
Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, and Karthik Nandakumar
Towards a Machine Learning-Based Digital Twin for Non-Invasive Human Bio-Signal Fusion, Izaldein Al-Zyoud, Fedwa Laamarti, Xiaocong Ma, Diana Tobón, and Abdulmotaleb Elsaddik
DRGen: Domain Generalization in Diabetic Retinopathy Classification, Mohammad Zeyad Atwany and Mohammad Yaqub
Deep Learning Techniques for Diabetic Retinopathy Classification: A Survey, Mohammad Z. Atwany, Abdulwahab H. Sahyoun, and Mohammad Yaqub
Color Space-based HoVer-Net for Nuclei Instance Segmentation and Classification, Hussam Azzuni, Muhammad Ridzuan, Min Xu, and Mohammad Yaqub
Semi-Supervised Cross-Modal Salient Object Detection with U-Structure Networks, Yunqing Bao, Hang Dai, and Abdulmotaleb Elsaddik
SSMTL++: Revisiting Self-Supervised Multi-Task Learning for Video Anomaly Detection, Antonio Barbalau, Radu Tudor Ionescu, Mariana-Iuliana Georgescu, Jacob Dueholm, Bharathkumar Ramachandra, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, and Mubarak Shah
DoodleFormer: Creative Sketch Drawing with Transformers, Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Jorma Laaksonen, and Michael Felsberg
AI-based Blockchain for the Metaverse: Approaches and Challenges, Ouns Bouachir, Moayad Aloqaily, Fakhri Karray, and Abdulmotaleb Elsaddik
SipMaskv2: Enhanced Fast Image and Video Instance Segmentation, Jiale Cao, Yanwei Pang, Rao Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, and Ling Shao
PSTR: End-to-End One-Step Person Search With Transformers, Jiale Cao, Pang Yanwei, Rao Anwer, Hisham Cholakkal, Jin Xie, Mubarak Shah, and Fahad Shahbaz Khan
Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images, Sevim Cengiz, Ibrahim Hamdi, and Mohammad Yaqub
Deep Learning-based Quality Assessment of Clinical Protocol Adherence in Fetal Ultrasound Dating Scans, Sevim Cengiz and Mohammad Yaqub
Deep Network for Extremely Low-Resolution Human Action Recognition, Sachin Chaudhary, Prashant W. Patil, Akshay Dudhane, and Subrahmanyam Murala
Automatic schelling points detection from meshes, Geng Chen, Hang Dai, Tao Zhou, Jianbing Shen, and Ling Shao
Learning Disentanglement with Decoupled Labels for Vision-Language Navigation, Wenhao Cheng, Xingping Dong, Salman Khan, and Jianbing Shen
Pseudo-Stereo for Monocular 3D Object Detection in Autonomous Driving, Yi-Nan Chen, Hang Dai, and Yong Ding
Deep-precognitive diagnosis: preventing future pandemics by novel disease detection With biologically-inspired conv-fuzzy network, Aviral Chharia, Rahul Upadhyay, Vinay Kumar, Chao Cheng, Jing Zhang, Tianyang Wang, and Min Xu
Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, and Luc Van Gool
Burst image restoration and enhancement, Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, and Ming-Hsuan Yang
Applications of 3D photography in craniofacial surgery, Christian Duncan, Nick E. Pears, Hang Dai, Will A.P. Smith, and Paul O′higgins
RailTwin: A Digital Twin Framework For Railway, Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, and Abdulmotaleb Elsaddik
PS-ARM: An End-to-End Attention-aware Relation Mixer Network for Person Search, Mustansar Fiaz, Hisham Cholakkal, Sanath Narayan, Rao Anwer, and Fahad Shahbaz Khan
Video Object Segmentation Based on Guided Feature Transfer Learning, Mustansar Fiaz, Arif Mahmood, Sehar Shahzad Farooq, Kamran Ali, Muhammad Shaheryar, and Soon Ki Jung
CMR3D: Contextualized Multi-Stage Refinement for 3D Object Detection, Dhanalaxmi Gaddam, Jean Lahoud, Fahad Shahbaz Khan, Rao Anwer, and Hisham Cholakkal
A Background-Agnostic Framework with Adversarial Training for Abnormal Event Detection in Video, Mariana Iuliana Georgescu, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, and Mubarak Shah
Multimodal Multi-Head Convolutional Attention with Various Kernel Sizes for Medical Image Super-Resolution, Mariana-Iuliana Georgescu, Radu Tudor Ionescu, Andreea-Iuliana Miron, Olivian Savencu, Nicolae Verga, Nicolae-Cătălin Ristea, and Fahad Shabaz Khan
On Demographic Bias in Fingerprint Recognition, Akash Godbole, Steven A. Grosz, Karthik Nandakumar, and Anil K. Jain
Hyperparameter Optimization for COVID-19 Chest X-Ray Classification, Ibraheem Hamdi, Muhammad Ridzuan, and Mohammad Yaqub
SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, and Mohammad Yaqub
Visual Attention Methods in Deep Learning: An In-Depth Survey, Mohammed Hassanin, Anwar Saeed, Ibrahim Radwan, Fahad Shahbaz Khan, and Ajmal Mian
Cross-Modality Knowledge Distillation Network for Monocular 3D Object Detection, Yu Hong, Hang Dai, and Yong Ding
Scribble-Supervised Video Object Segmentation, Peiliang Huang, Junwei Han, Nian Liu, Jun Ren, and Dingwen Zhang
Scribble-based boundary-aware network for weakly supervised salient object detection in remote sensing images, Zhou Huang, Tian-Zhu Xiang, Huai-Xin Chen, and Hang Dai
UAV-based Multi-scale Features Fusion Attention for Fire Detection in Smart City Ecosystems, Tanveer Hussain, Hang Dai, Wail Gueaieb, Marco Sicklinger, and Giulia De Masi
High-resolution Iterative Feedback Network for Camouflaged Object Detection, Xiaobin Hu, Deng-Ping Fan, Xuebin Qin, Hang Dai, Wenqi Ren, Ying Tai, Chengjie Wang, and Ling Shao
Optimizing Homomorphic Encryption based Secure Image Analytics, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, and Uttam Kumar
PPDL - privacy preserving deep learning using homomorphic encryption, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, and Uttam Kumar
Visual Object Tracking with Discriminative Filters and Siamese Networks: A Survey And Outlook, Sajid Javed, Martin Danelljan, Fahad Shahbaz Khan, Muhammad Haris Khan, Michael Felsberg, and Jiri Matas
Dense Gaussian processes for few-shot segmentation, Joakim Johnander, Johan Edstedt, Michael Felsberg, Fahad Shahbaz Khan, and Martin Danelljan
Energy-based Latent Aligner for Incremental Learning, K.J. Joseph, Salman Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, and Vineeth N. Balasubramanian
Eureka: EUphemism Recognition Enhanced Through KNN-based Methods and Augmentation, Sedrick Scott Keh, Rohit Bharadwaj, Emmy Liu, Simone Tedeschi, Varun Gangal, and Roberto Navigli
NTIRE 2022 Challenge on Efficient Super-Resolution: Methods and Results, Fahad Shahbaz Khan and Salman Khan
Transformers in Vision: A Survey, Salman Khan, Muzammal Naseer, Munawar Hayat, Syed Waqas Zamir, Fahad Shahbaz Khan, and Mubarak Shah
Self-Supervised Video Object Segmentation via Cutout Prediction and Tagging, Jyoti Kini, Fahad Shahbaz Khan, Salman Khan, and Mubarak Shah
MuCoT: Multilingual Contrastive Training for Question-Answering in Low-resource Languages, Gokul Karthik Kumar, Abhishek Singh Gehlot, Sahal Shaji Mullappilly, and Karthik Nandakumar
Hate-CLIPper: Multimodal Hateful Meme Classification based on Cross-modal Interaction of CLIP Features, Gokul Karthik Kumar and Karthik Nandakumar
3D Vision with Transformers: A Survey, Jean Lahoud, Jiale Cao, Fahad Shahbaz Khan, Hisham Cholakkal, Rao Anwer, Salman Khan, and Ming-Hsuan Yang
Self-Distillation for Robust LiDAR Semantic Segmentation in Autonomous Driving, Jiale Li, Hang Dai, and Yong Ding
Disentangled Capsule Routing for Fast Part-Object Relational Saliency, Yi Liu, Dingwen Zhang, Nian Liu, Shoukun Xu, and Jungong Han
Multi-View Brain Network Analysis with Cross-View Missing Network Generation, Gongxu Luo, Chenyang Li, Hejie Cui, Lichao Sun, Lifang He, and Carl Yang
Class-Agnostic Object Detection with Multi-modal Transformer, Muhammad Maaz, Hanoona Rasheed, Salman Khan, Fahad Shahbaz Khan, Rao Anwer, and Ming Hsuan Yang
EdgeNeXt: Efficiently Amalgamated CNN-Transformer Architecture for Mobile Vision Applications, Muhammad Maaz, Abdelrahman Shaker, Hisham Cholakkal, Salman Khan, Syed Waqas Zamir, Rao Anwer, and Fahad Shahbaz Khan
Adversarial Pixel Restoration as a Pretext Task for Transferable Perturbations, Hashmat Shadab Malik, Shahina K. Kunhimon, Muzammal Nasser, Salman Khan, and Fahad Shahbaz Khan
COCOA: Context-Conditional Adaptation for Recognizing Unseen Classes in Unseen Domains, Puneet Mangla, Shivam Chandhok, Vineeth N. Balasubramanian, and Fahad Shahbaz Khan
Adaptive Feature Consolidation Network for Burst Super-Resolution, Nancy Mehta, Akshay Dudhane, Subrahmanyam Murala, Syed Waqas Zamir, Salman Khan, and Fahad Shahbaz Khan
D3Former: Debiased Dual Distilled Transformer for Incremental Learning, Abdelrahman Mohamed, Rushali Grandhe, K.J. Joseph, Salman Khan, and Fahad Shahbaz Khan
HM: Hybrid Masking for Few-Shot Segmentation, Seonghyeon Moon, Samuel S. Sohn, Honglu Zhou, Sejong Yoon, Vladimir Pavlovic, Muhammad Haris Khan, and Mubbasir Kapadia
EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography, Rand Muhtaseb and Mohammad Yaqub
Latent Embedding Feedback and Discriminative Features for Zero-Shot Classification, Sanath Narayan, Akshita Gupta, Fahad Shahbaz Khan, Cees G. M. Snoek, and Ling Shao
Stylized Adversarial Defense, Muzammal Naseer, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, and Fatih Porikli
Guidance Through Surrogate: Toward a Generic Diagnostic Attack, Muzammal Naseer, Salman Khan, Fatih Porikli, and Fahad Shahbaz Khan
AVisT: A Benchmark for Visual Object Tracking in Adverse Visibility, Mubashir Noman, Wafa Al Ghallabi, Daniya Najiha, Christoph Mayer, Hisham Cholakkal, Salman Khan, Luc Van Gool, and Fahad Shahbaz Khan
Camelira: An Arabic Multi-Dialect Morphological Disambiguator, Ossama Obeid, Go Inoue, and Nizar Habash
Multi‐frame based adversarial learning approach for video surveillance, Prashant W. Patil, Akshay Dudhane, Sachin Chaudhary, and Subrahmanyam Murala
Highly Accurate Dichotomous Image Segmentation, Xuebin Qin, Hang Dai, Xiaobin Hu, Deng-Ping Fan, Luc Van Gool, and Ling Shao
Polarity Loss: Improving Visual-Semantic Alignment for Zero-Shot Detection, Shafin Rahman, Salman Khan, and Nick Barnes
Bridging the Gap between Object and Image-level Representations for Open-Vocabulary Detection, Hanoona Rasheed, Muhammad Maaz, Muhammad Uzair Khattak, Salman Khan, and Fahad Shahbaz Khan
Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches?, Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, and Mohammad Yaqub
Self-supervision and Multi-task Learning: Challenges in Fine-Grained COVID-19 Multi-class Classification from Chest X-rays, Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, and Mohammad Yaqub
SepTr: Separable Transformer for Audio Spectrogram Processing, Nicolae-Cătălin Ristea, Radu Tudor Ionescu, and Fahad Shahbaz Khan