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Rehan Hafiz
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2020 – today
- 2024
- [i7]Salman Abdul Khaliq, Rehan Hafiz:
Quality Scalable Quantization Methodology for Deep Learning on Edge. CoRR abs/2407.11260 (2024) - 2023
- [j21]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: 128569-128579 (2023) - [j20]Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique:
DAEM: A Data- and Application-Aware Error Analysis Methodology for Approximate Adders. Inf. 14(10): 570 (2023) - [i6]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 abs/2302.13011 (2023) - 2022
- [j19]Javed Iqbal, Rehan Hafiz, Mohsen Ali:
FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images. Neurocomputing 501: 844-856 (2022) - [j18]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: 104504 (2022) - [i5]Javed Iqbal, Rehan Hafiz, Mohsen Ali:
Combining Scale-Invariance and Uncertainty for Self-Supervised Domain Adaptation of Foggy Scenes Segmentation. CoRR abs/2201.02588 (2022) - [i4]Javed Iqbal, Hamza Rawal, Rehan Hafiz, Yu-Tseh Chi, Mohsen Ali:
Distribution Regularized Self-Supervised Learning for Domain Adaptation of Semantic Segmentation. CoRR abs/2206.09683 (2022) - 2021
- [j17]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: 43898-43908 (2021) - [j16]Sumbal Iqbal, Osman Hasan, Rehan Hafiz, Zeshan Aslam Khan:
LPQ-SAM: A Low-Power Quality Scalable Approximate Multiplier. J. Circuits Syst. Comput. 30(1): 2150017:1-2150017:17 (2021) - [j15]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: 101444 (2021) - [i3]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 abs/2104.12594 (2021) - 2020
- [j14]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: 16846-16856 (2020) - [j13]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: 127014-127021 (2020) - [j12]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): 4191-4204 (2020) - [c16]Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique:
PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate Units. DAC 2020: 1-6
2010 – 2019
- 2019
- [j11]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: 136062-136072 (2019) - [j10]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: 84-91 (2019) - [p2]Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique:
Configurable Models and Design Space Exploration for Low-Latency Approximate Adders. Approximate Circuits 2019: 3-23 - [p1]Muhammad Abdullah Hanif, Muhammad Usama Javed, Rehan Hafiz, Semeen Rehman, Muhammad Shafique:
Hardware-Software Approximations for Deep Neural Networks. Approximate Circuits 2019: 269-288 - [i2]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 abs/1901.04986 (2019) - 2018
- [j9]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): 520-534 (2018) - [c15]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: 827-832 - [c14]Muhammad Abdullah Hanif, Rehan Hafiz, Muhammad Shafique:
Error resilience analysis for systematically employing approximate computing in convolutional neural networks. DATE 2018: 913-916 - [i1]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 abs/1810.12910 (2018) - 2017
- [j8]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): 207-222 (2017) - [j7]Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel:
Probabilistic Error Modeling for Approximate Adders. IEEE Trans. Computers 66(3): 515-530 (2017) - [j6]Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique:
Probabilistic Error Analysis of Approximate Recursive Multipliers. IEEE Trans. Computers 66(11): 1982-1990 (2017) - [c13]Muhammad Abdullah Hanif, Rehan Hafiz, Osman Hasan, Muhammad Shafique:
QuAd: Design and Analysis of Quality-Area Optimal Low-Latency Approximate Adders. DAC 2017: 42:1-42:6 - [c12]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: 1384-1389 - [c11]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: 627-632 - 2016
- [j5]Muhammad Twaha Ibrahim, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho:
Automatic selection of color reference image for panoramic stitching. Multim. Syst. 22(3): 379-392 (2016) - [c10]Sana Mazahir, Osman Hasan, Rehan Hafiz, Muhammad Shafique, Jörg Henkel:
An area-efficient consolidated configurable error correction for approximate hardware accelerators. DAC 2016: 96:1-96:6 - [c9]Muhammad Shafique, Rehan Hafiz, Semeen Rehman, Walaa El-Harouni, Jörg Henkel:
Invited - Cross-layer approximate computing: from logic to architectures. DAC 2016: 99:1-99:6 - 2015
- [j4]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: 78-87 (2015) - [j3]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: 104-112 (2015) - [j2]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): 2230-2250 (2015) - [j1]Ameer Hamza, Rehan Hafiz, Muhammad Murtaza Khan, Yongju Cho, Jihun Cha:
Stabilization of panoramic videos from mobile multi-camera platforms. Image Vis. Comput. 37: 20-30 (2015) - [c8]Muhammad Shafique, Waqas Ahmad, Rehan Hafiz, Jörg Henkel:
A low latency generic accuracy configurable adder. DAC 2015: 86:1-86:6 - 2014
- [c7]Masab Ahmad, Awais Mehmood Kamboh, Rehan Hafiz:
Power & throughput optimized lifting architecture for Wavelet Packet Transform. ISCAS 2014: 2205-2208 - [c6]Saad Shoaib, Rehan Hafiz, Muhammad Shafique:
Hardware/Software Co-design of Embedded Real-Time KD-Tree Based Feature Matching Systems. ISVC (2) 2014: 936-945 - 2013
- [c5]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: 755-762 - [c4]Shafaq Mussadiq, Rehan Hafiz:
Projection on Suitable Sub-surface Selected in Indoor Environment. ISVC (2) 2013: 339-348 - 2012
- [c3]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: 492-501 - 2010
- [c2]Hammad Qureshi, Mahjabeen Khan, Syed Mustafeel Aser Quadri, Rehan Hafiz:
Association of pre-pregnancy weight and weight gain with perinatal mortality. FIT 2010: 28
2000 – 2009
- 2004
- [c1]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: 196-199
Coauthor Index
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last updated on 2024-10-07 21:13 CEST by the dblp team
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