Rehan Hafiz

46 papers A* 5A 4C 1Misc 2Journal 28Unranked 4
YearRankTypeTitle / Venue / Authors
2024 J jnl
Quality Scalable Quantization Methodology for Deep Learning on Edge.
CoRR
Salman Abdul Khaliq, Rehan Hafiz
2023 J jnl
CloudUP - Upsampling Vibrant Color Point Clouds Using Multi-Scale Spatial Attention.
IEEE Access
Yongju Cho, Rimsha Tariq, Usama Hassan, Javed Iqbal, Abdul Basit, Hyon-Gon Choo, Rehan Hafiz, Mohsen Ali
2023 J jnl
DAEM: A Data- and Application-Aware Error Analysis Methodology for Approximate Adders.
Inf.
Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2023 J jnl
Myocardial Infarction Detection from ECG: A Gramian Angular Field-based 2D-CNN Approach.
CoRR
Asim Yousuf, Rehan Hafiz, Saqib Riaz, Muhammad Farooq, Kashif Riaz, Muhammad Mahboob Ur Rahman
2022 J jnl
Combining Scale-Invariance and Uncertainty for Self-Supervised Domain Adaptation of Foggy Scenes Segmentation.
CoRR
Javed Iqbal, Rehan Hafiz, Mohsen Ali
2022 J jnl
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation.
CoRR
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
2022 J jnl
Distribution regularized self-supervised learning for domain adaptation of semantic segmentation.
Image Vis. Comput.
Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali
2022 J jnl
FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images.
Neurocomputing
Javed Iqbal, Rehan Hafiz, Mohsen Ali
2021 J jnl
An approximate-computing empowered green 6G downlink.
Phys. Commun.
Maryam Idrees, Mohammed Manzar Maqbool, Muhammad Khurram Bhatti, Muhammad Mahboob Ur Rahman, Rehan Hafiz, Muhammad Shafique
2021 J jnl
LPQ-SAM: A Low-Power Quality Scalable Approximate Multiplier.
J. Circuits Syst. Comput.
Sumbal Iqbal, Osman Hasan, Rehan Hafiz, Zeshan Aslam Khan
2021 J jnl
Learning to Detect Local Features Using Information Change.
IEEE Access
Yongju Cho, Muhammad Faisal, Usama Sadiq, Tabasher Arif, Rehan Hafiz, Jeongil Seo, Mohsen Ali
2021 J jnl
MAQ-CaF: A Modular Air Quality Calibration and Forecasting method for cross-sensitive pollutants.
CoRR
Yousuf Hashmy, ZillUllah Khan, Rehan Hafiz, Usman Younis, Tausif Tauqeer
2020 J jnl
CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural Networks.
IEEE Access
Mohsin Riaz, Rehan Hafiz, Salman Abdul Khaliq, Muhammad Faisal, Hafiz Talha Iqbal, Mohsen Ali, Muhammad Shafique
2020 J jnl
Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation.
IEEE Access
Farhan Riaz, Saad Rehman, Muhammad Ajmal Azad, Rehan Hafiz, Ali Hassan, Naif Radi Aljohani, Raheel Nawaz, Rupert C. D. Young, Miguel Tavares Coimbra
2020 A* conf
PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate Units.
DAC
Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique
2020 J jnl
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.
Hazoor Ahmad, Tabasher Arif, Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2019 — ch.
Configurable Models and Design Space Exploration for Low-Latency Approximate Adders.
Approximate Circuits
Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2019 — ch.
Hardware-Software Approximations for Deep Neural Networks.
Approximate Circuits
Muhammad Abdullah Hanif, Muhammad Usama Javed, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
2019 J jnl
Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes.
CoRR
Hazoor Ahmad, Muhammad Tanvir, Muhammad Abdullah, Muhammad Usama Javed, Rehan Hafiz, Muhammad Shafique
2019 J jnl
Twin-Net Descriptor: Twin Negative Mining With Quad Loss for Patch-Based Matching.
IEEE Access
Aman Irshad, Rehan Hafiz, Mohsen Ali, Muhammad Faisal, Yongju Cho, Jeongil Seo
2019 J jnl
m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications.
Microelectron. J.
Rida Amjad, Rehan Hafiz, Muhammad U. Ilyas, Muhammad Shahzad Younis, Muhammad Shafique
2018 A conf
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era.
DATE
Muhammad Shafique, Theocharis Theocharides, Christos-Savvas Bouganis, Muhammad Abdullah Hanif, Faiq Khalid, Rehan Hafiz, Semeen Rehman
2018 A conf
Error resilience analysis for systematically employing approximate computing in convolutional neural networks.
DATE
Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique
2018 J jnl
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks.
CoRR
Muhammad Abdullah Hanif, Rachmad Vidya Wicaksana Putra, Muhammad Tanvir, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
2018 J jnl
X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks.
J. Low Power Electron.
Muhammad Abdullah Hanif, Alberto Marchisio, Tabasher Arif, Rehan Hafiz, Semeen Rehman, Muhammad Shafique
2017 — conf
Adaptive and Energy-Efficient Architectures for Machine Learning: Challenges, Opportunities, and Research Roadmap.
ISVLSI
Muhammad Shafique, Rehan Hafiz, Muhammad Usama Javed, Sarmad Abbas, Lukás Sekanina, Zdenek Vasícek, Vojtech Mrazek
2017 J jnl
Confined projection on selected sub-surface using a robust binary-coded pattern for pico-projectors.
Multim. Syst.
Shafaq Mussadiq, Rehan Hafiz, Muhammad Abdullah Jamal
2017 A conf
Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding.
DATE
Walaa El-Harouni, Semeen Rehman, Bharath Srinivas Prabakaran, Akash Kumar, Rehan Hafiz, Muhammad Shafique
2017 J jnl
Probabilistic Error Analysis of Approximate Recursive Multipliers.
IEEE Trans. Computers
Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique
2017 J jnl
Probabilistic Error Modeling for Approximate Adders.
IEEE Trans. Computers
Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel
2017 A* conf
QuAd: Design and Analysis of Quality-Area Optimal Low-Latency Approximate Adders.
DAC
Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique
2016 A* conf
An area-efficient consolidated configurable error correction for approximate hardware accelerators.
DAC
Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel
2016 J jnl
Automatic selection of color reference image for panoramic stitching.
Multim. Syst.
Muhammad Twaha Ibrahim, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho
2016 A* conf
Invited - Cross-layer approximate computing: from logic to architectures.
DAC
Muhammad Shafique, Rehan Hafiz, Semeen Rehman, Walaa El-Harouni, Jörg Henkel
2015 A* conf
A low latency generic accuracy configurable adder.
DAC
Muhammad Shafique, Waqas Ahmad, Rehan Hafiz, Jörg Henkel
2015 J jnl
A scalable architecture for geometric correction of multi-projector display systems.
Displays
Kamran Babar, Rehan Hafiz, Khawar Khurshid, Awais M. Kamboh, Ali Hassan, Farhan Riaz, Byeungwoo Jeon
2015 J jnl
A unified panoramic stitching and multi-projector rendering scheme for immersive panoramic displays.
Displays
Saleh Saeed, Rehan Hafiz, Ashar Rasul, Muhammad Murtaza Khan, Yongju Cho, Unsang Park, Jihun Cha
2015 J jnl
Quality Assessment of Images Projected Using Multiple Projectors.
KSII Trans. Internet Inf. Syst.
Muhammad Umer Kakli, Hassaan Saadat Qureshi, Muhammad Murtaza Khan, Rehan Hafiz, Yongju Cho, Unsang Park
2015 J jnl
Stabilization of panoramic videos from mobile multi-camera platforms.
Image Vis. Comput.
Ameer Hamza, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho, Jihun Cha
2014 — conf
Hardware/Software Co-design of Embedded Real-Time KD-Tree Based Feature Matching Systems.
ISVC (2)
Saad Shoaib, Rehan Hafiz, Muhammad Shafique
2014 C conf
Power & throughput optimized lifting architecture for Wavelet Packet Transform.
ISCAS
Masab Ahmad, Awais Mehmood Kamboh, Rehan Hafiz
2013 A conf
ISOMER: integrated selection, partitioning, and placement methodology for reconfigurable architectures.
ICCAD
Rana Muhammad Bilal, Rehan Hafiz, Muhammad Shafique, Saad Shoaib, Asim Munawar, Jörg Henkel
2013 — conf
Projection on Suitable Sub-surface Selected in Indoor Environment.
ISVC (2)
Shafaq Mussadiq, Rehan Hafiz
2012 — conf
Automatic Reference Selection for Parametric Color Correction Schemes for Panoramic Video Stitching.
ISVC (1)
Muhammad Twaha Ibrahim, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho, Jihun Cha
2010 Misc conf
Association of pre-pregnancy weight and weight gain with perinatal mortality.
FIT
Hammad Qureshi, Mahjabeen Khan, Syed Mustafeel Aser Quadri, Rehan Hafiz
2004 Misc conf
An optimized hardware accelerator for real time registration of aerial video imagery and its applications.
ICIG
Rehan Hafiz, M. Ali Tahir, Omair Arshad, Shoab Ahmad Khan