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03/14/2023
Exploring Weakly Supervised Semantic Segmentation Ensembles for Medical Imaging Systems
Reliable classification and detection of certain medical conditions, in ...
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03/14/2023
Image Label based Semantic Segmentation Framework using Object Perimeters
Achieving high-quality semantic segmentation predictions using only imag...
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03/14/2023
BoundaryCAM: A Boundary-based Refinement Framework for Weakly Supervised Semantic Segmentation of Medical Images
Weakly Supervised Semantic Segmentation (WSSS) with only image-level sup...
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03/14/2023
FPUS23: An Ultrasound Fetus Phantom Dataset with Deep Neural Network Evaluations for Fetus Orientations, Fetal Planes, and Anatomical Features
Ultrasound imaging is one of the most prominent technologies to evaluate...
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03/08/2023
autoXFPGAs: An End-to-End Automated Exploration Framework for Approximate Accelerators in FPGA-Based Systems
Generation and exploration of approximate circuits and accelerators has ...
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02/24/2023
UnbiasedNets: A Dataset Diversification Framework for Robustness Bias Alleviation in Neural Networks
Performance of trained neural network (NN) models, in terms of testing a...
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12/20/2022
ATLAS: An IoT Architecture and Secure Open-source Networking Stack for Anonymous Localization and Tracking Using Smartphones and Bluetooth Beacons
Bluetooth (BT) has revolutionized close-range communication enabling sma...
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09/07/2021
BioNetExplorer: Architecture-Space Exploration of Bio-Signal Processing Deep Neural Networks for Wearables
In this work, we propose the BioNetExplorer framework to systematically ...
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04/22/2020
ApproxFPGAs: Embracing ASIC-Based Approximate Arithmetic Components for FPGA-Based Systems
There has been abundant research on the development of Approximate Circu...
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04/22/2020
EMAP: A Cloud-Edge Hybrid Framework for EEG Monitoring and Cross-Correlation Based Real-time Anomaly Prediction
State-of-the-art techniques for detecting, or predicting, neurological d...
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11/19/2018
Architectural-Space Exploration of Heterogeneous Reliability and Checkpointing Modes for Out-of-Order Superscalar Processors
Reliability has emerged as a key topic of interest for researchers aroun...
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11/19/2018
