Munawar Hayat

Restormer: Efficient Transformer for High-Resolution Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan et al. · 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) · 2022 · 3.1K citations

Convolutional Neural Network, Engineering, Machine Learning +17

Multi-Stage Progressive Image Restoration

Syed Waqas Zamir, Aditya Arora, Salman Khan et al. · 2021 · 1.8K citations

Engineering, Machine Learning, Image Restoration Tasks +22

Learning Enriched Features for Fast Image Restoration and Enhancement

Syed Waqas Zamir, Aditya Arora, Salman Khan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 428 citations

Convolutional Neural Network, Engineering, Machine Learning +16

CycleISP: Real Image Restoration via Improved Data Synthesis

Syed Waqas Zamir, Aditya Arora, Salman Khan et al. · 2020 · 372 citations

Engineering, Machine Learning, Real Image Restoration +16

Intriguing Properties of Vision Transformers

Muzammal Naseer, Kanchana Ranasinghe, Salman Khan et al. · arXiv (Cornell University) · 2021 · 301 citations · Full text

Convolutional Neural Network, Machine Vision, Machine Learning +15