Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images, Sevim Cengiz, Ibrahim Hamdi, Mohammad Yaqub
Computer Vision Faculty Publications

GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images, Ahmed Al-Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub
Computer Vision Faculty Publications

End-to-End Myocardial Infarction Classification from Echocardiographic Scans, Mohamed Saeed, Mohammad Yaqub
Computer Vision Faculty Publications

EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography, Rand Muhtaseb, Mohammad Yaqub
Computer Vision Faculty Publications

DRGen: Domain Generalization in Diabetic Retinopathy Classification, Mohammad Zeyad Atwany, Mohammad Yaqub
Computer Vision Faculty Publications

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
Computer Vision Faculty Publications

TMSS: An End-to-End Transformer-Based Multimodal Network for Segmentation and Survival Prediction, Numan Saeed, Ikboljon Sobirov, Roba Al Majzoub, Mohammad Yaqub
Computer Vision Faculty Publications

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
Karthik Nandakumar

Automatic Quality Assessment of First Trimester Crown-Rump-Length Ultrasound Images, Sevim Cengiz, Ibrahim Hamdi, Mohammad Yaqub
Mohammad Yaqub

DRGen: Domain Generalization in Diabetic Retinopathy Classification, Mohammad Zeyad Atwany, Mohammad Yaqub
Mohammad Yaqub

End-to-End Myocardial Infarction Classification from Echocardiographic Scans, Mohamed Saeed, Mohammad Yaqub
Mohammad Yaqub

EchoCoTr: Estimation of the Left Ventricular Ejection Fraction from Spatiotemporal Echocardiography, Rand Muhtaseb, Mohammad Yaqub
Mohammad Yaqub

Self-Ensembling Vision Transformer (SEViT) for Robust Medical Image Classification, Faris Almalik, Mohammad Yaqub, Karthik Nandakumar
Mohammad Yaqub

GARDNet: Robust Multi-view Network for Glaucoma Classification in Color Fundus Images, Ahmed Al-Mahrooqi, Dmitrii Medvedev, Rand Muhtaseb, Mohammad Yaqub
Mohammad Yaqub

TMSS: An End-to-End Transformer-Based Multimodal Network for Segmentation and Survival Prediction, Numan Saeed, Ikboljon Sobirov, Roba Al Majzoub, Mohammad Yaqub
Mohammad Yaqub

Information Fusion for Edge Intelligence: A Survey, Mohsen Guizani, Yin Zhang, Chi Jiang, Binglei Yue, Jiafu Wan
Mohsen Guizani

Count- and Similarity-Aware R-CNN for pedestrian detection, Jin Xie, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Hisham Cholakkal

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Hisham Cholakkal

Anomaly detection in video via self-supervised and multi-task learning, Mariana Iuliana Georgescu, Antonio Barbalau, Radu Tudor Ionescu, Fahad Shahbaz Khan, Marius Popescu, Mubarak Shah
Fahad Shahbaz Khan

Multi-stage progressive image restoration, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming Hsuan Yang, Ling Shao
Fahad Shahbaz Khan

Learning to fuse asymmetric feature maps in Siamese trackers, Wencheng Han, Xingping Dong, Fahad Shahbaz Khan, Ling Shao, Jianbing Shen
Fahad Shahbaz Khan

Mask-guided attention network and occlusion-sensitive hard example mining for occluded pedestrian detection, Jin Xie, Yanwei Pang, Muhammad Haris Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao
Fahad Shahbaz Khan

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Fahad Shahbaz Khan

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Karthik Nandakumar

CryptInfer: enabling encrypted inference on skin lesion images for melanoma detection, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Karthik Nandakumar

Cancelable biometrics vault: A secure key-binding biometric cryptosystem based on chaffing and winnowing, Osama Ouda, Karthik Nandakumar, Arun Ross
Karthik Nandakumar

PPDL - privacy preserving deep learning using homomorphic encryption, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Karthik Nandakumar

Multi-stage progressive image restoration, Syed Waqas Zamir, Aditya Arora, Salman Khan, Munawar Hayat, Fahad Shahbaz Khan, Ming Hsuan Yang, Ling Shao
Salman H. Khan

Zero-shot object detection: joint recognition and localization of novel concepts, Shafin Rahman, Salman H. Khan, Fatih Porikli
Salman H. Khan

Towards partial supervision for generic object counting in natural scenes, Hisham Cholakkal, Guolei Sun, Salman Khan, Fahad Shahbaz Khan, Ling Shao, Luc Van Gool
Salman H. Khan

Focusnet++: Attentive aggregated transformations for efficient and accurate medical image segmentation, Chaitanya Kaul, Nick Pears, Hang Dai, Roderick Murray-Smith, Suresh Manandhar
Hang Dai

A human ear reconstruction autoencoder, Hao Sun, Nick Pears, Hang Dai
Hang Dai

P2V-RCNN: point to voxel feature learning for 3D object detection from point clouds, Jiale Li, Yu Sun, Shujie Luo, Ziqi Zhu, Hang Dai, Andrey S. Krylov, Yong Ding, Ling Shao
Hang Dai

Automatic schelling points detection from meshes, Geng Chen, Hang Dai, Tao Zhou, Jianbing Shen, Ling Shao
Hang Dai

Anchor-free 3D single stage detector with mask-guided attention for point cloud, Jiale Li, Hang Dai, Ling Shao, Yong Ding
Hang Dai

From voxel to point: IoU-guided 3D object detection for point cloud with voxel-to-point decoder, Jiale Li, Hang Dai, Ling Shao, Yong Ding
Hang Dai

C4AV: learning cross-modal representations from transformers, Shujie Luo, Hang Dai, Ling Shao, Yong Ding
Hang Dai

Video transformer for deepfake detection with incremental learning, Sohail Ahmed Khan, Hang Dai
Hang Dai

Penalizing small errors using an adaptive logarithmic loss, Chaitanya Kaul, Nick Pears, Hang Dai, Roderick Murray-Smith, Suresh Manandhar
Hang Dai

M3DSSD: monocular 3D single stage object detector, Shujie Luo, Hang Dai, Ling Shao, Yong Ding
Hang Dai

Commands for autonomous vehicles by progressively stacking visual-linguistic representations, Hang Dai, Shujie Luo, Yong Ding, Ling Shao
Hang Dai

Automatic extraction of hiatal dimensions in 3-D transperineal pelvic ultrasound recordings, Helena Williams, Laura Cattani, Dominique Van Schoubroeck, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan D'Hooge, Jan Deprest
Mohammad Yaqub

Preface, Bartłomiej W. Papież, Ana I.L. Namburete, Mohammad Yaqub, J. Alison Noble
Mohammad Yaqub

Preface, Bartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I.L. Namburete, J. Alison Noble
Mohammad Yaqub

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Mohammad Yaqub

Automatic C-plane detection in pelvic floor transperineal lolumetric ultrasound, Helena Williams, Laura Cattani, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan Deprest, Jan D’hooge
Mohammad Yaqub

Automatic fetal gestational age estimation from first trimester scans, Sevim Cengiz, Mohammad Yaqub
Mohammad Yaqub

Mask-guided attention network and occlusion-sensitive hard example mining for occluded pedestrian detection, Jin Xie, Yanwei Pang, Muhammad Haris Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Ling Shao
Muhammad Haris Khan

Background/foreground separation: guided attention based adversarial modeling (GAAM) versus robust subspace learning methods, Maryam Sultana, Arif Mahmood, Thierry Bouwmans, Muhammad Haris Khan, Soon Ki Jung
Muhammad Haris Khan

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, Min Xu
Min Xu

Deep learning predicts EBV status in gastric cancer based on spatial patterns of lymphocyte infiltration, Baoyi Zhang, Kevin Yao, Min Xu, Jia Wu, Chao Cheng
Min Xu

Transformers in Medical Imaging: A Survey, Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu
Muhammad Haris Khan

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Karthik Nandakumar

Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches?, Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, Mohammad Yaqub
Mohammad Yaqub

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data, Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub
Mohammad Yaqub

Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?, Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub
Mohammad Yaqub

Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?, Ikboljon Sobirov, Otabek Nazarov, Hussain Alasmawi, Mohammad Yaqub
Mohammad Yaqub

Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?, Numan Saeed, Shahad Hardan, Kudaibergen Abutalip, Mohammad Yaqub
Mohammad Yaqub

Hyperparameter Optimization for COVID-19 Chest X-Ray Classification, Ibraheem Hamdi, Muhammad Ridzuan, Mohammad Yaqub
Mohammad Yaqub

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Mohammad Yaqub

3D IoU-Net: IoU Guided 3D object detector for point clouds, Jiale Li, Shujie Luo, Ziqi Zhu, Hang Dai, Andrey S. Krylov, Yong Ding, Ling Shao
Hang Dai

Adversarially robust deepfake media detection using fused convolutional neural network predictions, Sohail Ahmed Khan, Alessandro Artusi, Hang Dai
Hang Dai

Any-shot Object Detection, Shafin Rahman, Salman Khan, Nick Barnes, Fahad Shahbaz Khan
Salman H. Khan

Multi-modal Transformers Excel at Class-agnostic Object Detection, Muhammad Maaz, Hanoona Bangalath Rasheed, Salman Hameed Khan, Fahad Shahbaz Khan, Rao Muhammad Anwer, Ming-Hsuan Yang
Salman H. Khan

Spatio-temporal relation modeling for few-shot action recognition, Anirudh Thatipelli, Sanath Narayan, Salman Hameed Khan, Rao Muhammad Anwer, Fahad Shahbaz Khan, Bernard Ghanem
Salman H. Khan

Transformers in Medical Imaging: A Survey, Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu
Salman H. Khan

Transformers in Medical Imaging: A Survey, Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu
Fahad Shahbaz Khan

SipMask: spatial information preservation for fast image and video instance segmentation, Jiale Cao, Rao Muhammad Anwer, Hisham Cholakkal, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Fahad Shahbaz Khan

Count- and Similarity-Aware R-CNN for pedestrian detection, Jin Xie, Hisham Cholakkal, Rao Muhammad Anwer, Fahad Shahbaz Khan, Yanwei Pang, Ling Shao
Fahad Shahbaz Khan

Deep Learning-based Quality Assessment of Clinical Protocol Adherence in Fetal Ultrasound Dating Scans, Sevim Cengiz, Mohammad Yaqub
Mohammad Yaqub

A Multi-Channel Interference Based Source Location Privacy Protection Scheme in Underwater Acoustic Sensor Networks, Hao Wang, Guangjie Han, Yun Hou, Mohsen Guizani, Yan Peng
Machine Learning Faculty Publications

SubOmiEmbed: Self-supervised representation learning of multi-omics data for cancer type classification, Sayed Hashim, Muhammad Ali, Karthik Nandakumar, Mohammad Yaqub
Computer Vision Faculty Publications

C-HealthIER: A Cooperative Health Intelligent Emergency Response System for C-ITS, Moayad Aloqaily, Haya Elayan, Mohsen Guizani
Machine Learning Faculty Publications

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, Min Xu
Computer Vision Faculty Publications

An Ensemble Approach for Patient Prognosis of Head and Neck Tumor Using Multimodal Data, Numan Saeed, Roba Al Majzoub, Ikboljon Sobirov, Mohammad Yaqub
Computer Vision Faculty Publications

Polarity Loss: Improving Visual-Semantic Alignment for Zero-Shot Detection, Saman H. Khan, Shafin Rahman, Nick Barnes
Salman H. Khan

Is Contrastive Learning Suitable for Left Ventricular Segmentation in Echocardiographic Images?, Mohamed Saeed, Rand Muhtaseb, Mohammad Yaqub
Computer Vision Faculty Publications

Challenges in COVID-19 Chest X-Ray Classification: Problematic Data or Ineffective Approaches?, Muhammad Ridzuan, Ameera Ali Bawazir, Ivo Gollini Navarrete, Ibrahim Almakky, Mohammad Yaqub
Computer Vision Faculty Publications

Is it Possible to Predict MGMT Promoter Methylation from Brain Tumor MRI Scans using Deep Learning Models?, Numan Saeed, Shahad Hardan, Kudaibergen Abutalip, Mohammad Yaqub
Computer Vision Faculty Publications

Automatic Segmentation of Head and Neck Tumor: How Powerful Transformers Are?, Ikboljon Sobirov, Otabek Nazarov, Hussain Alasmawi, Mohammad Yaqub
Computer Vision Faculty Publications

Deep Learning-based Quality Assessment of Clinical Protocol Adherence in Fetal Ultrasound Dating Scans, Sevim Cengiz, Mohammad Yaqub
Computer Vision Faculty Publications

Transformers in Medical Imaging: A Survey, Fahad Shamshad, Salman Khan, Syed Waqas Zamir, Muhammad Haris Khan, Munawar Hayat, Fahad Shahbaz Khan, Huazhu Fu
Computer Vision Faculty Publications

Hyperparameter Optimization for COVID-19 Chest X-Ray Classification, Ibraheem Hamdi, Muhammad Ridzuan, Mohammad Yaqub
Computer Vision Faculty Publications

A Comprehensive Survey on Multimodal Medical Signals Fusion for Smart Healthcare Systems, Ghulam Muhammad, Fatima Alshehri, Fakhri Karray, Abdulmotaleb El Saddik, Mansour Alsulaiman, Tiago H. Falk
Machine Learning Faculty Publications

Automatic extraction of hiatal dimensions in 3-D transperineal pelvic ultrasound recordings, Helena Williams, Laura Cattani, Dominique Van Schoubroeck, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan D'Hooge, Jan Deprest
Computer Vision Faculty Publications

Deep learning predicts EBV status in gastric cancer based on spatial patterns of lymphocyte infiltration, Baoyi Zhang, Kevin Yao, Min Xu, Jia Wu, Chao Cheng
Computer Vision Faculty Publications

CryptInfer: enabling encrypted inference on skin lesion images for melanoma detection, Nayna Jain, Karthik Nandakumar, Nalini Ratha, Sharath Pankanti, Uttam Kumar
Computer Vision Faculty Publications

Continual domain incremental learning for chest X-ray classification in low-resource clinical settings, Shikhar Srivastava, Mohammad Yaqub, Karthik Nandakumar, Zongyuan Ge, Dwarikanath Mahapatra
Computer Vision Faculty Publications

Automatic fetal gestational age estimation from first trimester scans, Sevim Cengiz, Mohammad Yaqub
Computer Vision Faculty Publications

Focusnet++: Attentive aggregated transformations for efficient and accurate medical image segmentation, Chaitanya Kaul, Nick Pears, Hang Dai, Roderick Murray-Smith, Suresh Manandhar
Computer Vision Faculty Publications

A human ear reconstruction autoencoder, Hao Sun, Nick Pears, Hang Dai
Computer Vision Faculty Publications

Finding Age Path of Self-Paced Learning, Bin Gu, Zhou Zhai, Xiang Li
Bin Gu

Question-Agnostic Attention for Visual Question Answering, Salman Khan
Salman H. Khan

Exploring Complementary Strengths of Invariant and Equivariant Representations for Few-Shot Learning, Salman Khan
Salman H. Khan

Towards Robust Partially Supervised Multi-Structure Medical Image Segmentation on Small-Scale Data, Dong Nanqing, Michael C. Kampffmeyer, Xiaodon Liang, Min Xu, Irina D. Voiculescu, Eric Xing
Machine Learning Faculty Publications

Preface, Bartłomiej W. Papież, Mohammad Yaqub, Jianbo Jiao, Ana I.L. Namburete, J. Alison Noble
Computer Vision Faculty Publications

Automatic C-plane detection in pelvic floor transperineal lolumetric ultrasound, Helena Williams, Laura Cattani, Mohammad Yaqub, Carole Sudre, Tom Vercauteren, Jan Deprest, Jan D’hooge
Computer Vision Faculty Publications

Preface, Bartłomiej W. Papież, Ana I.L. Namburete, Mohammad Yaqub, J. Alison Noble
Computer Vision Faculty Publications