adalbertocq Goto Github PK

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

adalbertocq.github.io

Personal Website

adversarial-learning-of-cancer-tissue-representations

Corresponding code of 'Quiros, A. C., Coudray, N., Yeaton, A., Sunhem, W., Murray-Smith, R., Tsirigos, A., Yuan, K. Adversarial learning of cancer tissue representations. The 24th International Conference on Medical Image Computing and Computer-Assisted Intervention (MICCAI) 2021'

courses-notes

List of courses related to Mathematics, Statistics, Probability, Optimization and Machine Learning.

data

Data and code behind the articles and graphics at FiveThirtyEight

deep-learning-nanodegree-udacity

Deep Learning Nanodegree by Udacity.

deep-learning-specialization-coursera

Deep Learning Specialization courses by Andrew Ng, deeplearning.ai

design.and.implementation.of.a.mips.cpu.with.multicycle.datapath

design.and.synthesis.of.a.dwt.data.compression.block

design.and.synthesis.of.multi-operand.adders

design.of.a.cpu.cache.bus.and.memory.complex

dirichlet_processes

Brief introduction and implementations of related concepts to Dirichlet Processes: GEM distribution, Polya Urn, Chinese restaurant process, Stick-Breaking construction, and Posterior of a DP.

full.adder.configuration.d3l.and.spd3l-implementation.

gans-slides-code-paper

Tutorial introduction slides to GANs. Code implementations and links of relevant papers.

generative-models

List of papers and code for relevant Generative Models

glasgow-theme

A beamer theme conforming approximately to the University of Glasgow branding guidelines.

histomorphological-phenotype-learning

Corresponding code of 'Quiros A.C.+, Coudray N.+, Yeaton A., Yang X., Chiriboga L., Karimkhan A., Narula N., Pass H., Moreira A.L., Le Quesne J.*, Tsirigos A.*, and Yuan K.* Mapping the landscape of histomorphological cancer phenotypes using self-supervised learning on unlabeled, unannotated pathology slides. 2024'

learning-a-low-dimensional-manifold-of-realcancer-tissue

Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Learning a low dimensional manifold of real cancer tissue with PathologyGAN 2020'.

machine-learning-coursera-stanford

Machine Learning of Stanford University/Coursera by Andrew Ng.

mmp.-mobile.multimedia.processor-.modifications.using.rtl.techniques.on.power.reduction

neuralnetwork

Neural Network implementation in Numpy and Keras. Batch Normalization, Dropout, L2 Regularization and Optimizers

pathology-gan

Corresponding code of 'Quiros A.C., Murray-Smith R., Yuan K. Pathology GAN: Learning deep representations of cancer tissue. Proceedings of The 3rd International Conference on Medical Imaging with Deep Learning (MIDL) 2020'

reinforcement-learning-agents

Deep Deterministic Policy Gradient, Double Deep Q Learning and Deep Q Learning Agents.

ssl-pathology-explorer

titan_xp-cuda_10.0--tensorflow_1.12-2018_macbookpro

Guidelines on how to setup a NVIDIA GEFORCE TITAN Xp, CUDA 10.0 and Tensorflow 1.12 on a 2018 MacBook Pro.