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FPGA Based Deep Learning Accelerator for RF Applications
FPGA Based Deep Learning Accelerator for RF Applications: A Design Framework
Deep Learning for Monitoring the Health Condition of RailwayCrossings
Deep Learning for Monitoring the Health Condition of RailwayCrossings
One-Class Classification
One-Class Classification: for high-dimensional data
Side-Channel Attacks using Convolutional Neural Networks
Side-Channel Attacks using Convolutional Neural Networks: A Study on the performance of Convolutional Neural Networks on side-channel data
People Detection from Overhead Cameras
People Detection from Overhead Cameras: A study of impact of occlusion on performance
Pedestrian Detection and Tracking for Mobile Robots in Human Environments
Pedestrian Detection and Tracking for Mobile Robots in Human Environments
Human Activity Recognition using a Deep Learning Algorithm for Patient Monitoring
Human Activity Recognition using a Deep Learning Algorithm for Patient Monitoring
Extended Scene Deep Learning Wavefront Sensing for Real Time Image Deconvolution
Extended Scene Deep Learning Wavefront Sensing for Real Time Image Deconvolution
Contrast-agnostic groupwise registration by robust PCA for quantitative cardiac MRI
Contrast-agnostic groupwise registration by robust PCA for quantitative cardiac MRI
Group Equivariant Video Action Recognition
Group Equivariant Video Action Recognition: Making action-recognition networks equivariant to temporal direction and discrete spatial rotations
Feature extraction and classification on heart rate time series for cardiovascular diseases
Feature extraction and classification on heart rate time series for cardiovascular diseases
Automated railway object mapping using imagery and point clouds
Automated railway object mapping using imagery and point clouds
Learning Phase-Based Descriptions for Action Recognition
Learning Phase-Based Descriptions for Action Recognition
Modelling X-Ray photon transport through a transformer-based neural network in computed tomography forward projection
Modelling X-Ray photon transport through a transformer-based neural network in computed tomography forward projection
Top-Down Networks
Top-Down Networks: A coarse-to-fine reimagination of CNNs
Grasp recognition with spatiotemporal deep learning and proximity sensors in transradial prostheses
Grasp recognition with spatiotemporal deep learning and proximity sensors in transradial prostheses
Scalability Analysis of Predictive Maintenance Using Machine Learning in Oil Refineries
Scalability Analysis of Predictive Maintenance Using Machine Learning in Oil Refineries
Generalization and locality in the AlphaZero algorithm
Generalization and locality in the AlphaZero algorithm: A study in single agent, fully observable, deterministic environments
MRI-based virtual CT generation from unpaired data
MRI-based virtual CT generation from unpaired data
Recovering Quantitative Maps from Conventional Weighted MR Images using Deep Learning
Recovering Quantitative Maps from Conventional Weighted MR Images using Deep Learning
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