Lea Gazeau

24
Apr
Interpretable Medical Image Diagnosis with Explicd

Interpretable Medical Image Diagnosis with Explicd

As deep learning continues to revolutionize medical imaging, one critical question keeps surfacing: how can we trust what the model
3 min read
03
Mar
Wavelet Diffusion Models are fast and scalable Image Generators

Wavelet Diffusion Models are fast and scalable Image Generators

In today's blogpost, we will discuss about a recent paper published in the CVPR 2023 conference by VinAI
3 min read
28
Mar
Face aging with Identity-preserved CGANs.

Face aging with Identity-preserved CGANs.

Paper : https://openaccess.thecvf.com/content_cvpr_2018/CameraReady/0430.pdf Authors : Zongwei Wang, Xu Tang, Weixin Luo and Shenghua
3 min read
11
Jan
“Vision Transformer Adapters for Generalizable Multitask Learning”

“Vision Transformer Adapters for Generalizable Multitask Learning”

https://arxiv.org/pdf/2308.12372.pdf This paper has been presented at the ICCV'2023 Conference. Authors : D.
4 min read
27
Oct
A step into Machine Unlearning

A step into Machine Unlearning

#MachineUnlearning #Forgetting #DataPrivacy What is Machine Unlearning ? Basically, this concept represents the opposite of machine learning : it serves to make
4 min read
10
Jul
“Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture”, the latest paper from Yann Lecun’s team at Meta

“Self-Supervised Learning from Images with a Joint-Embedding Predictive Architecture”, the latest paper from Yann Lecun’s team at Meta

#ComputerVision #Self-SupervisedLearning #SSL #RepresentationLearning #I-JEPA Introduction I-JEPA [1], the latest self-supervised model from Meta AI, has been officially released: the
4 min read
20
Apr
Introduction aux Graphes Neural Networks

Introduction aux Graphes Neural Networks

Les graphes sont présents partout autour de nous et servent à représenter des connexions (appelées edges) entre des objets (appelés
2 min read