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Submissions from 2024

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CoNIC Challenge: Pushing the frontiers of nuclear detection, segmentation, classification and counting, Simon Graham, Quoc Dang Vu, Mostafa Jahanifar, Martin Weigert, Uwe Schmidt, Wenhua Zhang, Jun Zhang, Sen Yang, Jinxi Xiang, Xiyue Wang, Josef Lorenz Rumberger, Elias Baumann, Peter Hirsch, Lihao Liu, Chenyang Hong, Angelica I. Aviles-Rivero, Ayushi Jain, Heeyoung Ahn, Yiyu Hong, Hussam Azzuni, and Min Xu

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MSER: Multimodal speech emotion recognition using cross-attention with deep fusion, Mustaqeem Khan, Wail Gueaieb, Abdulmotaleb El Saddik, and Soonil Kwon

Robust Perception and Precise Segmentation for Scribble-Supervised RGB-D Saliency Detection, Long Li, Junwei Han, Nian Liu, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, and Fahad Shahbaz Khan

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Simple Primitives With Feasibility- and Contextuality-Dependence for Open-World Compositional Zero-Shot Learning, Zhe Liu, Yun Li, Lina Yao, Xiaojun Chang, Wei Fang, Xiaojun Wu, and Abdulmotaleb El Saddik

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Self-Supervised Masked Convolutional Transformer Block for Anomaly Detection, Neelu Madan, Nicolae Catalin Ristea, Radu Tudor Ionescu, Kamal Nasrollahi, Fahad Shahbaz Khan, Thomas B. Moeslund, and Mubarak Shah

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PECon: Contrastive Pretraining to Enhance Feature Alignment Between CT and EHR Data for Improved Pulmonary Embolism Diagnosis, Santosh Sanjeev, Salwa K. Al Khatib, Mai A. Shaaban, Ibrahim Almakky, Vijay Ram Papineni, and Mohammad Yaqub

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Smart Contract as a Service: A Paradigm of Reusing Smart Contract in Web3 Ecosystem, Jinghan Sun, Abdulmotaleb El Saddik, and Wei Cai

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Contextual Dependency Vision Transformer for spectrogram-based multivariate time series analysis, Jieru Yao, Longfei Han, Kaihui Yang, Guangyu Guo, Nian Liu, Xiankai Huang, Zhaohui Zheng, Dingwen Zhang, and Junwei Han

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CADC++: Advanced Consensus-Aware Dynamic Convolution for Co-Salient Object Detection, Ni Zhang, Nian Liu, Fang Nan, and Junwei Han

Submissions from 2023

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On the Effects of Filtering Methods on Adversarial Timeseries Data, Mubarak G. Abdu-Aguye and Karthik Nandakumar

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Recurrence-based Disentanglement for Detecting Adversarial Attacks on Timeseries Classifiers, Mubarak G. Abdu-Aguye and Karthik Nandakumar

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Improving 3D Medical Image Segmentation at Boundary Regions using Local Self-attention and Global Volume Mixing, Daniya Najiha Abdul Kareem, Mustansar Fiaz, Noa Novershtern, Jacob Hanna, and Hisham Cholakkal

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Metaverse Key Requirements and Platforms Survey, Akbobek Abilkaiyrkyzy, Ahmed Elhagry, Fedwa Laamarti, and Abdulmotaleb El Saddik

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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

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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

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Smart Street Light Control: A Review on Methods, Innovations, and Extended Applications, Fouad Agramelal, Mohamed Sadik, Youssef Moubarak, and Saad Abouzahir

ARL-Wavelet-BPF optimization using PSO algorithm for bearing fault diagnosis, Muhammad Ahsan, Dariusz Bismor, and Muhammad Arslan Manzoor

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Accelerated MRI Reconstruction via Dynamic Deformable Alignment Based Transformer, Wafa Alghallabi, Akshay Dudhane, Waqas Zamir, Salman Khan, and Fahad Shahbaz Khan

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CLIP-Decoder : ZeroShot Multilabel Classification using Multimodal CLIP Aligned Representations, Muhammad Ali and Salman Khan

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Underwater Object Detection Enhancement via Channel Stabilization, Muhammad Ali and Salman Khan

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Cybersecurity in the Metaverse: Challenges and Approaches, Mohammad Alja'Afreh, Ranwa Al Mallah, Ali Karime, and Abdulmotaleb El Saddik

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Metaverse through Blockchain and Intelligent Networking: A Comprehensive Survey, Mohammad Alja'Afreh, Sahel Alouneh, Muath Obaidat, Ali Karime, and Abdulmotaleb Elsaddik

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A Detailed Analysis of Qualitative and Quantitative Factors in Realization of 6G Communication, Mohammad Alja'afreh, Ali Karime, Sahel Alouneh, and Abdulmotaleb El Saddik

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Incorporating MPLS for Better SoC Utilization and Traffic Engineering, Mohammad Alja'Afreh, Muath Obaidat, and Sahel Alouneh

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Optimizing System-on-Chip Performance Using AI and SDN: Approaches and Challenges, Mohammad Alja'afreh, Muath Obaidat, Ali Karime, and Sahel Alouneh

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FeSViBS: Federated Split Learning of Vision Transformer with Block Sampling, Faris Almalik, Naif Alkhunaizi, Ibrahim Almakky, and Karthik Nandakumar

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Artificial Intelligence f or Cybersecurity in IoT-enabled Avionics: Challenges and Solutions, Ranwa Al Mallah, Talal Halabi, Mohammad Alja'afreh, and Ali Karime

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Anchor-ReID: A Test Time Adaptation for Person Re-identification, Mohammed Almansoori, Mustansar Fiaz, and Hisham Cholakkal

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A Unified Model for Face Matching and Presentation Attack Detection using an Ensemble of Vision Transformer Features, Rouqaiah Al-Refai and Karthik Nandakumar

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Transformer-Based Feature Fusion Approach for Multimodal Visual Sentiment Recognition Using Tweets in the Wild, Fatimah Alzamzami and Abdulmotaleb El Saddik

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Towards Enabling Haptic Communications over 6G: Issues and Challenges, Muhammad Awais, Fasih Ullah Khan, Muhammad Zafar, Muhammad Mudassar, Muhammad Zaigham Zaheer, Khalid Mehmood Cheema, Muhammad Kamran, and Woo Sung Jung

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Exploring the Transfer Learning Capabilities of CLIP in Domain Generalization for Diabetic Retinopathy, Sanoojan Baliah, Fadillah A. Maani, Santosh Sanjeev, and Muhammad Haris Khan

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Leveraging Self-supervised Learning for Fetal Cardiac Planes Classification Using Ultrasound Scan Videos, Joseph Geo Benjamin, Mothilal Asokan, Amna Alhosani, Hussain Alasmawi, Werner Gerhard Diehl, Leanne Bricker, Karthik Nandakumar, and Mohammad Yaqub

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Deteriorated image classification model for malayalam palm leaf manuscripts, B. J. Bipin Nair, N. Shobha Rani, and Mustaqeem Khan

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Web3 Metaverse: State-of-the-Art and Vision, Hongzhou Chen, Haihan Duan, Maha Abdallah, Yufeng Zhu, Yonggang Wen, Abdulmotaleb El Saddik, and Wei Cai

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Generalizing Across Domains in Diabetic Retinopathy via Variational Autoencoders, Sharon Chokuwa and Muhammad H. Khan

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RadarFormer: Lightweight and Accurate Real-Time Radar Object Detection Model, Yahia Dalbah, Jean Lahoud, and Hisham Cholakkal

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Distilling Local Texture Features for Colorectal Tissue Classification in Low Data Regimes, Dmitry Demidov, Roba Al Majzoub, Amandeep Kumar, and Fahad Khan

Fama–French three versus five, which model is better? A machine learning approach, Boubacar Diallo, Aliyu Bagudu, and Qi Zhang

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Burstormer: Burst Image Restoration and Enhancement Transformer, Akshay Dudhane, Syed Waqas Zamir, Salman Khan, Fahad Shahbaz Khan, and Ming Hsuan Yang

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Text-to-Metaverse: Towards a Digital Twin-Enabled Multimodal Conditional Generative Metaverse, Ahmed Elhagry

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CEAFFOD: Cross-Ensemble Attention-based Feature Fusion Architecture Towards a Robust and Real-time UAV-based Object Detection in Complex Scenarios, Ahmed Elhagry, Hang Dai, Abdulmotaleb El Saddik, Wail Gueaieb, and Giulia De Masi

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The Integration of ChatGPT with the Metaverse for Medical Consultations, Abdulmotaleb El Saddik and Sara Ghaboura

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Digital Twin Haptic Robotic Arms: Towards Handshakes in the Metaverse, Mohd Faisal, Fedwa Laamarti, and Abdulmotaleb El Saddik

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SAT: Scale-Augmented Transformer for Person Search, Mustansar Fiaz, Hisham Cholakkal, Rao Muhammad Anwer, and Fahad Shahbaz Khan

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Digital Twin for Railway: A Comprehensive Survey, Sara Ghaboura, Rahatara Ferdousi, Fedwa Laamarti, Chunsheng Yang, and Abdulmotaleb El Saddik

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Breaking down the Hierarchy: A New Approach to Leukemia Classification, Ibraheem Hamdi, Hosam El-Gendy, Ahmed Sharshar, Mohamed Saeed, Muhammad Ridzuan, Shahrukh K. Hashmi, Naveed Syed, Imran Mirza, Shakir Hussain, Amira Mahmoud Abdalla, and Mohammad Yaqub

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Frequency Domain Adversarial Training for Robust Volumetric Medical Segmentation, Asif Hanif, Muzammal Naseer, Salman Khan, Mubarak Shah, and Fahad Shahbaz Khan

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Self-omics: A Self-supervised Learning Framework for Multi-omics Cancer Data, Sayed Hashim, Karthik Nandakumar, and Mohammad Yaqub

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Cascaded structure tensor for robust baggage threat detection, Taimur Hassan, Samet Akcay, Bilal Hassan, Mohammed Bennamoun, Salman Khan, Jorge Dias, and Naoufel Werghi

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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

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SEDA: Self-ensembling ViT with Defensive Distillation and Adversarial Training for Robust Chest X-Rays Classification, Raza Imam, Ibrahim Almakky, Salma Alrashdi, Baketah Alrashdi, and Mohammad Yaqub

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StrokeNet: An automated approach for segmentation and rupture risk prediction of intracranial aneurysm, Muhammad Irfan, Khalid Mahmood Malik, Jamil Ahmad, and Ghaus Malik

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TC-Net: A Modest & Lightweight Emotion Recognition System Using Temporal Convolution Network, Muhammad Ishaq, Mustaqeem Khan, and Soonil Kwon

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Collaborative Contrastive Refining for Weakly Supervised Person Search, Chengyou Jia, Minnan Luo, Caixia Yan, Linchao Zhu, Xiaojun Chang, and Qinghua Zheng

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Is Synthetic Dataset Reliable for Benchmarking Generalizable Person Re-Identification?, Cuicui Kang

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Convolutional Point Transformer, Chaitanya Kaul, Joshua Mitton, Hang Dai, and Roderick Murray-Smith

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AAD-Net: Advanced end-to-end signal processing system for human emotion detection & recognition using attention-based deep echo state network, Mustaqeem Khan, Abdulmotaleb El Saddik, Fahd Saleh Alotaibi, and Nhat Truong Pham

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Metaverse Key Technologies and Blockchains: Impacts & Considerations, Mustaqeem Khan, Abdulmotaleb El Saddik, and Wail Gueaieb

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PD-Net: Multi-Stream Hybrid Healthcare System for Parkinson's Disease Detection using Multi Learning Trick Approach, Mustaqeem Khan, Ufaq Khan, and Alice Othmani

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ARTriViT: Automatic Face Recognition System Using ViT-Based Siamese Neural Networks with a Triplet Loss, Mustaqeem Khan, Muhammad Saeed, Abdulmotaleb El Saddik, and Wail Gueaieb

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Guest Editorial Introduction to the Special Section on Transformer Models in Vision, Salman Khan, Fahad Shahbaz Khan, Ashish Vaswani, Niki Parmar, Ming Hsuan Yang, and Mubarak Shah

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DDNet: Diabetic Retinopathy Detection System Using Skip Connection-based Upgraded Feature Block, Ufaq Khan, Mustaqeem Khan, Abdulmotaleb Elsaddik, and Wail Gueaieb

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MaPLe: Multi-modal Prompt Learning, Muhammad Uzair Khattak, Hanoona Rasheed, Muhammad Maaz, Salman Khan, and Fahad Shahbaz Khan

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Cross-Modulated Few-Shot Image Generation for Colorectal Tissue Classification, Amandeep Kumar, Ankan Kumar Bhunia, Sanath Narayan, Hisham Cholakkal, Rao Muhammad Anwer, Jorma Laaksonen, and Fahad Shahbaz Khan

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Person Image Synthesis via Denoising Diffusion Model, Ankan Kumar Bhunia, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, Jorma Laaksonen, Mubarak Shah, and Fahad Shahbaz Khan

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Boosting Low-Data Instance Segmentation by Unsupervised Pre-training with Saliency Prompt, Hao Li, Dingwen Zhang, Nian Liu, Lechao Cheng, Yalun Dai, Chao Zhang, Xinggang Wang, and Junwei Han

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Discriminative Co-Saliency and Background Mining Transformer for Co-Salient Object Detection, Long Li, Junwei Han, Ni Zhang, Nian Liu, Salman Khan, Hisham Cholakkal, Rao Muhammad Anwer, and Fahad Shahbaz Khan

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Dynamic Graph Enhanced Contrastive Learning for Chest X-Ray Report Generation, Mingjie Li, Bingqian Lin, Zicong Chen, Haokun Lin, Xiaodan Liang, and Xiaojun Chang

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3D-Aware Multi-Class Image-to-Image Translation with NeRFs, Senmao Li, Joost Van De Weijer, Yaxing Wang, Fahad Shahbaz Khan, Meiqin Liu, and Jian Yang

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Learning Complementary Spatial–Temporal Transformer for Video Salient Object Detection, Nian Liu, Kepan Nan, Wangbo Zhao, Xiwen Yao, and Junwei Han

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DGM-DR: Domain Generalization with Mutual Information Regularized Diabetic Retinopathy Classification, Aleksandr Matsun, Dana O. Mohamed, Sharon Chokuwa, Muhammad Ridzuan, and Mohammad Yaqub

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Adversarial Attacks and Batch Normalization: A Batch Statistics Perspective, Awais Muhammad, Fahad Shamshad, and Sung Ho Bae

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Guest Editorial Digital Twins for Mobile Networks - Part I, Shahid Mumtaz, Soumaya Cherkaoui, Mohsen Guizani, Joel J.P.C. Rodrigues, Abdulmotaleb El Saddik, Sabita Maharjan, Yang Xiao, and Ikram Ashraf

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

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Multiclass Confidence and Localization Calibration for Object Detection, Bimsara Pathiraja, Malitha Gunawardhana, and Muhammad Haris Khan

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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

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A Spatial-Temporal Deformable Attention Based Framework for Breast Lesion Detection in Videos, Chao Qin, Jiale Cao, Huazhu Fu, Rao Muhammad Anwer, and Fahad Shahbaz Khan

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How Good is Google Bard’s Visual Understanding? An Empirical Study on Open Challenges, Haotong Qin, Ge Peng Ji, Salman Khan, Deng Ping Fan, Fahad Shahbaz Khan, and Luc Van Gool

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Fine-tuned CLIP Models are Efficient Video Learners, Hanoona Rasheed, Muhammad Uzair Khattak, Muhammad Maaz, Salman Khan, and Fahad Shahbaz Khan

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Combating Counterfeit Products in Smart Cities with Digital Twin Technology, Muhammad Saad, Mustaqeem Khan, Muhammad Saeed, Abdulmotaleb ElSaddik, and Wail Gueaieb

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Gaming-Based Education System for Children on Road Safety in Metaverse Towards Smart Cities, Muhammad Saeed, Abbas Khan, Mustaqeem Khan, Muhammad Saad, Abdulmotaleb El Saddik, and Wail Gueaieb

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Single-branch Network for Multimodal Training, Muhammad Saad Saeed, Shah Nawaz, Muhammad Haris Khan, Muhammad Zaigham Zaheer, Karthik Nandakumar, Muhammad Haroon Yousaf, and Arif Mahmood

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MGMT promoter methylation status prediction using MRI scans? An extensive experimental evaluation of deep learning models, Numan Saeed, Muhammad Ridzuan, Hussain Alasmawi, Ikboljon Sobirov, and Mohammad Yaqub

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Prompt-Based Tuning of Transformer Models for Multi-Center Medical Image Segmentation of Head and Neck Cancer, Numan Saeed, Muhammad Ridzuan, Roba Al Majzoub, and Mohammad Yaqub

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Hybrid Flexible (HyFlex) learning space design and implementation at graduate level: An iterative process, David Santandreu Calonge, Mark Thompson, Leisa Hassock, and Mohammad Yaqub

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CLIP2Protect: Protecting Facial Privacy Using Text-Guided Makeup via Adversarial Latent Search, Fahad Shamshad, Muzammal Naseer, and Karthik Nandakumar

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PSM-PS: Part-Based Signal Modulation for Person Search, Reem Abdalla Sharif, Mustansar Fiaz, and Rao Anwer

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

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Lifelong Learning of Task-Parameter Relationships for Knowledge Transfer, Shikhar Srivastava, Mohammad Yaqub, and Karthik Nandakumar

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Multilevel Feature Representation for Hybrid Transformers-based Emotion Recognition, Monorama Swain, Bubai Maji, Mustaqeem Khan, Abdulmotaleb El Saddik, and Wail Gueaieb

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3D Mitochondria Instance Segmentation with Spatio-Temporal Transformers, Omkar Thawakar, Rao Muhammad Anwer, Jorma Laaksonen, Orly Reiner, Mubarak Shah, and Fahad Shahbaz Khan

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Fast Video Instance Segmentation via Recurrent Encoder-Based Transformers, Omkar Thawakar, Alexandre Rivkind, Ehud Ahissar, and Fahad Shahbaz Khan

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Intelligent digital twin reference architecture models for medical and healthcare industry, Zhi Wang and Abdulmotaleb El Saddik

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DTITD: An Intelligent Insider Threat Detection Framework Based on Digital Twin and Self-Attention Based Deep Learning Models, Zhi Qiang Wang and Abdulmotaleb El Saddik

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Vita-CLIP: Video and text adaptive CLIP via Multimodal Prompting, Syed Talal Wasim, Muzammal Naseer, Salman Khan, Fahad Shahbaz Khan, and Mubarak Shah

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Unsupervised Point Cloud Representation Learning with Deep Neural Networks: A Survey, Aoran Xiao, Jiaxing Huang, Dayan Guan, Xiaoqin Zhang, Shijian Lu, and Ling Shao

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3D Semantic Segmentation in the Wild: Learning Generalized Models for Adverse-Condition Point Clouds, Aoran Xiao, Jiaxing Huang, Weihao Xuan, Ruijie Ren, Kangcheng Liu, Dayan Guan, Abdulmotaleb El Saddik, Shijian Lu, and Eric Xing

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