Rehan Hafiz
Orcid: 0000-0002-5062-3068
According to our database1,
Rehan Hafiz
authored at least 44 papers
between 2004 and 2023.
Collaborative distances:
Collaborative distances:
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Bibliography
2023
DAEM: A Data- and Application-Aware Error Analysis Methodology for Approximate Adders.
Inf., 2023
Myocardial Infarction Detection from ECG: A Gramian Angular Field-based 2D-CNN Approach.
CoRR, 2023
IEEE Access, 2023
2022
Distribution regularized self-supervised learning for domain adaptation of semantic segmentation.
Image Vis. Comput., 2022
FogAdapt: Self-supervised domain adaptation for semantic segmentation of foggy images.
Neurocomputing, 2022
Combining Scale-Invariance and Uncertainty for Self-Supervised Domain Adaptation of Foggy Scenes Segmentation.
CoRR, 2022
2021
J. Circuits Syst. Comput., 2021
MAQ-CaF: A Modular Air Quality Calibration and Forecasting method for cross-sensitive pollutants.
CoRR, 2021
2020
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., 2020
Gaussian Mixture Model Based Probabilistic Modeling of Images for Medical Image Segmentation.
IEEE Access, 2020
CAxCNN: Towards the Use of Canonic Sign Digit Based Approximation for Hardware-Friendly Convolutional Neural Networks.
IEEE Access, 2020
PEMACx: A Probabilistic Error Analysis Methodology for Adders with Cascaded Approximate Units.
Proceedings of the 57th ACM/IEEE Design Automation Conference, 2020
2019
m-SAAC: Multi-stage adaptive approximation control to select approximate computing modes for vision applications.
Microelectron. J., 2019
Systimator: A Design Space Exploration Methodology for Systolic Array based CNNs Acceleration on the FPGA-based Edge Nodes.
CoRR, 2019
IEEE Access, 2019
Proceedings of the Approximate Circuits, Methodologies and CAD., 2019
Proceedings of the Approximate Circuits, Methodologies and CAD., 2019
2018
X-DNNs: Systematic Cross-Layer Approximations for Energy-Efficient Deep Neural Networks.
J. Low Power Electron., 2018
MPNA: A Massively-Parallel Neural Array Accelerator with Dataflow Optimization for Convolutional Neural Networks.
CoRR, 2018
Error resilience analysis for systematically employing approximate computing in convolutional neural networks.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
An overview of next-generation architectures for machine learning: Roadmap, opportunities and challenges in the IoT era.
Proceedings of the 2018 Design, Automation & Test in Europe Conference & Exhibition, 2018
2017
IEEE Trans. Computers, 2017
Confined projection on selected sub-surface using a robust binary-coded pattern for pico-projectors.
Multim. Syst., 2017
Adaptive and Energy-Efficient Architectures for Machine Learning: Challenges, Opportunities, and Research Roadmap.
Proceedings of the 2017 IEEE Computer Society Annual Symposium on VLSI, 2017
Embracing approximate computing for energy-efficient motion estimation in high efficiency video coding.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2017
Proceedings of the 54th Annual Design Automation Conference, 2017
2016
Multim. Syst., 2016
Proceedings of the 53rd Annual Design Automation Conference, 2016
An area-efficient consolidated configurable error correction for approximate hardware accelerators.
Proceedings of the 53rd Annual Design Automation Conference, 2016
2015
Image Vis. Comput., 2015
KSII Trans. Internet Inf. Syst., 2015
A unified panoramic stitching and multi-projector rendering scheme for immersive panoramic displays.
Displays, 2015
Displays, 2015
Proceedings of the 52nd Annual Design Automation Conference, 2015
2014
Hardware/Software Co-design of Embedded Real-Time KD-Tree Based Feature Matching Systems.
Proceedings of the Advances in Visual Computing - 10th International Symposium, 2014
Proceedings of the IEEE International Symposium on Circuits and Systemss, 2014
2013
Proceedings of the Advances in Visual Computing - 9th International Symposium, 2013
ISOMER: integrated selection, partitioning, and placement methodology for reconfigurable architectures.
Proceedings of the IEEE/ACM International Conference on Computer-Aided Design, 2013
2012
Automatic Reference Selection for Parametric Color Correction Schemes for Panoramic Video Stitching.
Proceedings of the Advances in Visual Computing - 8th International Symposium, 2012
2010
Proceedings of the FIT '10, 2010
2004
An optimized hardware accelerator for real time registration of aerial video imagery and its applications.
Proceedings of the Third International Conference on Image and Graphics, 2004