Muhammad Zaigham Zaheer

Generative Cooperative Learning for Unsupervised Video Anomaly Detection

Muhammad Zaigham Zaheer, Arif Mahmood, Muhammad Haris Khan et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 183 citations

Anomaly Detection, Machine Learning, Engineering +18

A Self-Reasoning Framework for Anomaly Detection Using Video-Level Labels

Muhammad Zaigham Zaheer, Arif Mahmood, Hochul Shin et al. · IEEE Signal Processing Letters · 2020 · 111 citations · Full text

Anomaly Detection, Machine Learning, Engineering +18

SmoothMix: a Simple Yet Effective Data Augmentation to Train Robust Classifiers

Jin Ha Lee, Muhammad Zaigham Zaheer, Marcella Astrid et al. · 2020 · 47 citations

Convolutional Neural Network, Engineering, Machine Learning +19

Diffusemix: Label-Preserving Data Augmentation with Diffusion Models

Khawar Islam, Muhammad Zaigham Zaheer, Arif Mahmood et al. · 2024 · 40 citations

Clustering Aided Weakly Supervised Training to Detect Anomalous Events in Surveillance Videos

Muhammad Zaigham Zaheer, Arif Mahmood, Marcella Astrid et al. · IEEE Transactions on Neural Networks and Learning Systems · 2023 · 32 citations

Surveillance Videos, Multiple Instance Learning, Anomaly Detection +20