martinferianc
AI Research Engineer at Helsing interested in machine learning and uncertainty quantification
@helsing-aiLondon, UK
Pinned Repositories
C90Compiler-EIE2
C90 to MIPS I Compiler done as a coursework for EE2-15
ComBiNet
ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation
hydra_plus
Simple Regularisation for Uncertainty-Aware Knowledge Distillation
Improving_Per_Esti_for_FPGA-based_Acc_for_CNNs-ARC2020
A codebase accompanying the paper "Improving Performance Estimation for FPGA-based Accelerators for Convolutional Neural Networks", by Ferianc et al. presented at ARC'2020
quantised-bayesian-nets
On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks
relax
💤 Relaxation labelling to refine edge detection 💤
Renate
Library for automatic retraining and continual learning
Robotics-EIE3
Robotics assignments done as a coursework for CO333
yamle
YAMLE: Yet Another Machine Learning Environment
martinferianc's Repositories
martinferianc/yamle
YAMLE: Yet Another Machine Learning Environment
martinferianc/ComBiNet
ComBiNet: Compact Convolutional Bayesian Neural Network for Image Segmentation
martinferianc/quantised-bayesian-nets
On the Effects of Quantisation on Model Uncertainty in Bayesian Neural Networks
martinferianc/C90Compiler-EIE2
C90 to MIPS I Compiler done as a coursework for EE2-15
martinferianc/Improving_Per_Esti_for_FPGA-based_Acc_for_CNNs-ARC2020
A codebase accompanying the paper "Improving Performance Estimation for FPGA-based Accelerators for Convolutional Neural Networks", by Ferianc et al. presented at ARC'2020
martinferianc/Robotics-EIE3
Robotics assignments done as a coursework for CO333
martinferianc/relax
💤 Relaxation labelling to refine edge detection 💤
martinferianc/CPUSimulator-EIE2
MIPS I CPU simulator done as a coursework for EE2-13
martinferianc/FPGA-Project-EIE1
Implementing interactive music controls on FPGAs done as a coursework for EIE1 First Year Project
martinferianc/noise
Investigation of how noise perturbations impact neural network calibration and generalisation
martinferianc/WineClassification-EIE3
Classifying wines based on physicochemical properties done as a coursework for EE3-23
martinferianc/EmbeddedSystems-EIE3
Programming and managing embedded systems done as a coursework for EE3-24
martinferianc/GANs-EIE4
Generative adversarial networks for generating numbers done as a coursework for EE4-62
martinferianc/SentimentAnalysis-EIE3
Sentiment analysis from small grayscale pictures by decision forests done as a coursework for CO395
martinferianc/hydra_plus
Simple Regularisation for Uncertainty-Aware Knowledge Distillation
martinferianc/martinferianc
martinferianc/BlockchainTutorials
This repo contains tutorials, exercises taken from an Udemy course about blockchain
martinferianc/ImageDenoising-EIE4
Image denoising done as a coursework for EE3-25
martinferianc/PatternRecognition-EIE4
Pattern recognition techniques done as a coursework for EE4-68
martinferianc/Renate
Library for automatic retraining and continual learning
martinferianc/iiml-ucl.github.io
Website for I2|ML group at UCL
martinferianc/martinferianc.github.io
martinferianc/ol-ems
Online learning algorithm for microgrid energy management based on MPC