DLMI2025

Information

Feedbacks form : https://app.wooclap.com/ZNGXQF

Website : https://deepimaging2025.sciencesconf.org/

Program : https://deepimaging2025.sciencesconf.org/data/pages/ProgrammeWeb.pdf

Photos are here (password protected)

Lectures

Monday :

Basics 1 and 2 by Pierre-Marc Jodoin

video_part1 video_part2

Basics part 3 by Christian Desrosiers (pdf)

Tuesday :

CNN by Michaël Sdika (pdf)

Uncertainty and explainability by Michaël Sdika (pdf)

Weakly supervised deep learning by Christian Desrosiers (pdf) video

Wednesday:

Generative, auto encoders and adversarial methods
by Olivier Bernard (pdf diff) and Pierre-Marc Jodoin (pdf VAE-GAN)

Image Reconstruction with Deep Learning by Nicolas Ducros (pdf)

Thursday:

Attention and Transformer by Nathan Painchaud (pdf)

Round Table: Human-AI Interaction

Friday:

Typical medical imaging issues by Ninon Burgos (pdf)

MONAI by Roman Fenioux (pdf)

Closing Session video

Hands-on

Create saturn cloud TensorFlow resource pdf

Hands-on Classification (Tensorflow)
- zip
- zoom the 5th May 2025 at 4pm (Paris time, UTC+2, CEST)
Hands-on Segmentation (Tensorflow)
- zip
- zoom the 5th May 2025 at 4pm (Paris time, UTC+2, CEST)
Hands-on Variational Auto Encoder (PyTorch)
- Presentation and source
- zoom the 6th May 2025 (Paris time, UTC+2, CEST)
Hands-on Image Reconstruction (PyTorch)
- git
- zoom the 6th May 2025 at 4pm (Paris time, UTC+2, CEST)

Photos

Posted

April 17, 2025

in

Computer Science, Deep learning, Research, Teaching, Uncategorized

by

Thomas

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