MLBriefs 3

MLBriefs 3 happened between May 30th and June 1st, 2023, with an additional presentation session of selected papers on December 12th, 2023. A restitution session, with presentations of accepted papers, was held on December 12th, 2023. The workshop had over 80 participants, and 40 papers were submitted for publication.

Many thanks to BPI Sesame, whose funding made this event possible.

Special thanks to the participants, as well as to our invited plenary speakers:

  • Pascal Monasse, École Nationale des Ponts ParisTech: Overview of image geometry and stereo (slides)
  • François Role, Pôle d’Expertise de la Régulation Numérique (PEReN): Assessing and Improving the Quality of Image-Text Alignment in the Context of Visual language Pretraining Models (slides)
  • Xavier Juanola Molet, Universitat Pompeu Fabra (slides)
  • Mercedes Marzoa Tanco, Universidad de la República: Robotic navigation for agricultural environments (slides)
  • Pablo Musé, Universidad de la Republica

On the restitution day (December 12th), selected submitted papers were also presented:

  • Matthieu Serfaty, A brief study of a GAN-image generated Detector
  • Martin Huska, A Two-stage Signal Decomposition into Jump, Oscillation and Trend using ADMM (slides)
  • Xavier Juanola Molet, Gloria Haro, A Brief Analysis of SLAVC method for sound localization (slides)
  • Bertrand Kerautret, Phuc Ngo, Nicolas Passat, Hugues Talbot, Clara Jacquet, OpenCCO: An Implementation of Constrained Constructive Optimization for Generating 2D and 3D Vascular Trees (slides)
  • Yuchen He, Sung Ha Kang, Jean-Michel Morel: Binary Shape Vectorization by Affine Scale-space
  • Roger Marí, VaxNeRF (slides)
  • Aitor Artola, Exploring deep keypoints methods
  • Valéry Dewil, A brief review of GCP-NET: a network for joint denoising and demosaicing of real-world burst images (slides)
  • Rosana García, Gregory Randall, Lara Raad, An analysis of iColoriT and BigColor for interactive image colorization
  • Marina Gardella: SiamTE: Siamese Trace Erasing for camera trace extraction

The slides from the introduction, demo creation tutorial, and closure presentations, by Quentin Bammey, are available here:

Committees of the MLBriefs 3 workshop

General MLBriefs organization

Quentin Bammey, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, France

Program Committee

They invite plenary speakers and organize the workshop program

  • Gabriele Facciolo, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, Gif-sur-Yvette, France
  • Pablo Musé, Universidad de la República, Montevideo, Uruguay
  • Jean-Michel Morel, City University of Hong Kong (CityU), Hong Kong / Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, Gif-sur-Yvette, France
  • Quentin Bammey, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, Gif-sur-Yvette, France

Editorial board

They manage the reviewing process for the submitted papers

MLBriefs track

  • Quentin Bammey, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, France
  • Gabriele Facciolo, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, Gif-sur-Yvette, France
  • Pablo Musé, Universidad de la República, Montevideo, Uruguay

IPOL track

Technical Committee

They develop the IPOL demo system and provide technical help to the participants on demo creation

  • Jérémy Anger, Kayrros SAS, France / Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, France
  • Amyn Jaafar, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, France
  • Héctor Macías Casado, Centre Borelli, École Normale Supérieure Paris-Saclay, Université Paris-Saclay, France