Rehan Hafiz

Publication Activity (10 Years)

Years Active: 2004-2024
Publications (10 Years): 32

Top Topics

Design Space Exploration

Convolutional Neural Networks

Top Venues

Publications

Salman Abdul Khaliq, Rehan Hafiz
Quality Scalable Quantization Methodology for Deep Learning on Edge. CoRR (2024)
Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
DAEM: A Data- and Application-Aware Error Analysis Methodology for Approximate Adders. Inf. 14 (10) (2023)
Asim Yousuf, Rehan Hafiz, Saqib Riaz, Muhammad Farooq, Kashif Riaz, Muhammad Mahboob Ur Rahman
Myocardial Infarction Detection from ECG: A Gramian Angular Field-based 2D-CNN Approach. CoRR (2023)
Yongju Cho, Rimsha Tariq, Usama Hassan, Javed Iqbal, Abdul Basit, Hyon-Gon Choo, Rehan Hafiz, Mohsen Ali
CloudUP - Upsampling Vibrant Color Point Clouds Using Multi-Scale Spatial Attention. IEEE Access 11 (2023)
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation. CoRR (2022)
Javed Iqbal, Rehan Hafiz, Mohsen Ali
Combining Scale-Invariance and Uncertainty for Self-Supervised Domain Adaptation of Foggy Scenes Segmentation. CoRR (2022)
Javed Iqbal, Rehan Hafiz, Mohsen Ali
FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images. Neurocomputing 501 (2022)
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
Distribution regularized self-supervised learning for domain adaptation of semantic segmentation. Image Vis. Comput. 124 (2022)
Sumbal Iqbal, Osman Hasan, Rehan Hafiz, Zeshan Aslam Khan
LPQ-SAM: A Low-Power Quality Scalable Approximate Multiplier. J. Circuits Syst. Comput. 30 (1) (2021)
Yongju Cho, Muhammad Faisal, Usama Sadiq, Tabasher Arif, Rehan Hafiz, Jeongil Seo, Mohsen Ali
Learning to Detect Local Features Using Information Change. IEEE Access 9 (2021)
Yousuf Hashmy, ZillUllah Khan, Rehan Hafiz, Usman Younis, Tausif Tauqeer
MAQ-CaF: A Modular Air Quality Calibration and Forecasting method for cross-sensitive pollutants. CoRR (2021)
Maryam Idrees, Mohammed Manzar Maqbool, Muhammad Khurram Bhatti, Muhammad Mahboob Ur Rahman, Rehan Hafiz, Muhammad Shafique
An approximate-computing empowered green 6G downlink. Phys. Commun. 49 (2021)
Hazoor Ahmad, Tabasher Arif, Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
SuperSlash: A Unified Design Space Exploration and Model Compression Methodology for Design of Deep Learning Accelerators With Reduced Off-Chip Memory Access Volume. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (11) (2020)
Mohsin Riaz, Rehan Hafiz, Salman Abdul Khaliq, Muhammad Faisal, Hafiz Talha Iqbal, Mohsen Ali, Muhammad Shafique
CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural Networks. IEEE Access 8 (2020)
Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique
PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate Units. DAC (2020)
Farhan Riaz, Saad Rehman, Muhammad Ajmal Azad, Rehan Hafiz, Ali Hassan, Naif Radi Aljohani, Raheel Nawaz, Rupert C. D. Young, Miguel Tavares Coimbra
Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation. IEEE Access 8 (2020)
Rida Amjad, Rehan Hafiz, Muhammad U. Ilyas, Muhammad Shahzad Younis, Muhammad Shafique
m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications. Microelectron. J. 91 (2019)
Hazoor Ahmad, Muhammad Tanvir, Muhammad Abdullah, Muhammad Usama Javed, Rehan Hafiz, Muhammad Shafique
Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes. CoRR (2019)
Aman Irshad, Rehan Hafiz, Mohsen Ali, Muhammad Faisal, Yongju Cho, Jeongil Seo
Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching. IEEE Access 7 (2019)
Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks. CoRR (2018)
Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
Error resilience analysis for systematically employing approximate computing in convolutional neural networks. DATE (2018)
Muhammad Abdullah Hanif, Alberto Marchisio, Tabasher Arif, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks. J. Low Power Electron. 14 (4) (2018)
Muhammad Shafique, Theocharis Theocharides, Christos-Savvas Bouganis, Muhammad Abdullah Hanif, Faiq Khalid, Rehan Hafiz, Semeen Rehman
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era. DATE (2018)
Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel
Probabilistic Error Modeling for Approximate Adders. IEEE Trans. Computers 66 (3) (2017)
Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique
Probabilistic Error Analysis of Approximate Recursive Multipliers. IEEE Trans. Computers 66 (11) (2017)
Shafaq Mussadiq, Rehan Hafiz, Muhammad Abdullah Jamal
Confined projection on selected sub-surface using a robust binary-coded pattern for pico-projectors. Multim. Syst. 23 (2) (2017)
Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique
QuAd: Design and Analysis of Quality-Area Optimal Low-Latency Approximate Adders. DAC (2017)
Walaa El-Harouni, Semeen Rehman, Bharath Srinivas Prabakaran, Akash Kumar, Rehan Hafiz, Muhammad Shafique
Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding. DATE (2017)
Muhammad Shafique, Rehan Hafiz, Muhammad Usama Javed, Sarmad Abbas, Lukás Sekanina, Zdenek Vasícek, Vojtech Mrazek
Adaptive and Energy-Efficient Architectures for Machine Learning: Challenges, Opportunities, and Research Roadmap. ISVLSI (2017)
Muhammad Shafique, Rehan Hafiz, Semeen Rehman, Walaa El-Harouni, Jörg Henkel
Invited - Cross-layer approximate computing: from logic to architectures. DAC (2016)
Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel
An area-efficient consolidated configurable error correction for approximate hardware accelerators. DAC (2016)
Muhammad Twaha Ibrahim, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho
Automatic selection of color reference image for panoramic stitching. Multim. Syst. 22 (3) (2016)
Ameer Hamza, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho, Jihun Cha
Stabilization of panoramic videos from mobile multi-camera platforms. Image Vis. Comput. 37 (2015)
Muhammad Umer Kakli, Hassaan Saadat Qureshi, Muhammad Murtaza Khan, Rehan Hafiz, Yongju Cho, Unsang Park
Quality Assessment of Images Projected Using Multiple Projectors. KSII Trans. Internet Inf. Syst. 9 (6) (2015)
Kamran Babar, Rehan Hafiz, Khawar Khurshid, Awais M. Kamboh, Ali Hassan, Farhan Riaz, Byeungwoo Jeon
A scalable architecture for geometric correction of multi-projector display systems. Displays 40 (2015)
Muhammad Shafique, Waqas Ahmad, Rehan Hafiz, Jörg Henkel
A low latency generic accuracy configurable adder. DAC (2015)
Saleh Saeed, Rehan Hafiz, Ashar Rasul, Muhammad Murtaza Khan, Yongju Cho, Unsang Park, Jihun Cha
A unified panoramic stitching and multi-projector rendering scheme for immersive panoramic displays. Displays 40 (2015)
Saad Shoaib, Rehan Hafiz, Muhammad Shafique
Hardware/Software Co-design of Embedded Real-Time KD-Tree Based Feature Matching Systems. ISVC (2) (2014)
Masab Ahmad, Awais Mehmood Kamboh, Rehan Hafiz
Power & throughput optimized lifting architecture for Wavelet Packet Transform. ISCAS (2014)
Shafaq Mussadiq, Rehan Hafiz
Projection on Suitable Sub-surface Selected in Indoor Environment. ISVC (2) (2013)
Rana Muhammad Bilal, Rehan Hafiz, Muhammad Shafique, Saad Shoaib, Asim Munawar, Jörg Henkel
ISOMER: integrated selection, partitioning, and placement methodology for reconfigurable architectures. ICCAD (2013)
Muhammad Twaha Ibrahim, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho, Jihun Cha
Automatic Reference Selection for Parametric Color Correction Schemes for Panoramic Video Stitching. ISVC (1) (2012)
Hammad Qureshi, Mahjabeen Khan, Syed Mustafeel Aser Quadri, Rehan Hafiz
Association of pre-pregnancy weight and weight gain with perinatal mortality. FIT (2010)
Rehan Hafiz, M. Ali Tahir, Omair Arshad, Shoab Ahmad Khan
An optimized hardware accelerator for real time registration of aerial video imagery and its applications. ICIG (2004)