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

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

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

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

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

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

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