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Monday, March 31, 2025
| Time | Event | (+) |
| 08:15 - 09:00 | Registration - Opening remarks Registration from 8:15 | |
| 09:00 - 09:15 | Welcome - Pierre-Alexandre Mattei | |
| 09:15 - 10:30 | LECTURE on Generative Modeling : Introduction to generative modeling - Pierre-Alexandre Mattei | |
| 10:30 - 11:00 | Coffee break | |
| 11:00 - 12:00 | LECTURE on Generative Modeling : From Mixture Models to Probabilistic circuits - Jakub Tomczak | |
| 12:00 - 13:30 | Lunch | |
| 13:30 - 15:00 | LECTURE on Generative Modeling : Probabilistic PCA - Pierre-Alexandre Mattei | |
| 15:00 - 15:30 | Coffee break | |
| 15:30 - 17:00 | LECTURE on Generative Modeling : Deep latent variable models - Jes Frellsen | |
| 17:15 - 18:30 | HANDS-ON on Generative Modeling : VAE |
Tuesday, April 1, 2025
| Time | Event | (+) |
| 09:30 - 10:30 | LECTURE on Generative Modeling : Autoregressive models (Introduction) - Jakub Tomczak | |
| 10:30 - 11:00 | Coffee break | |
| 11:00 - 12:00 | LECTURE on Generative Modeling : Autoregressive models (Transformers) - Jakub Tomczak | |
| 12:00 - 13:30 | Lunch | |
| 13:30 - 15:00 | LECTURE on Generative Modeling : Flow-based models - Jes Frellsen | |
| 15:00 - 15:30 | Coffee break | |
| 15:30 - 16:30 | LECTURE on Generative Modeling : Flow-based models in VAEs - Jes Frellsen | |
| 17:00 - 18:30 | HANDS-ON on Generative Modeling : ARM/Flows |
Wednesday, April 2, 2025
| Time | Event | (+) |
| 09:30 - 10:30 | LECTURE on Generative Modeling : From LLMs to GenAISys - Jakub Tomczak | |
| 10:30 - 11:00 | Coffee break | |
| 11:00 - 12:00 | LECTURE on Generative Modeling : Energy-based models - Jes Frellsen | |
| 12:00 - 13:30 | Lunch | |
| 13:30 - 15:00 | LECTURE on Generative Modeling : Diffusion-based generative models - Jakub Tomczak | |
| 15:00 - 15:30 | Coffee break | |
| 15:30 - 16:30 | LECTURE on Generative Modeling : Generative Adversarial Networks - Pierre-Alexandre Mattei | |
| 17:00 - 19:00 | POSTER session and cocktail |
Thursday, April 3, 2025
| Time | Event | (+) |
| 08:30 - 08:45 | Registration - Registration | |
| 08:45 - 09:00 | Welcome | |
| 09:00 - 10:30 | Statlearn INVITED CONFERENCE : Gilles LOUPPE (Inverting Scientific Images With Score-Based Generative Models) - Jakub Tomczak | |
| 10:30 - 11:00 | Coffee break | |
| 11:00 - 12:30 | Statlearn INVITED CONFERENCE : Yingzhen Li (Sequential Latent Variable Models) - Jakub Tomczak | |
| 12:30 - 14:00 | Lunch | |
| 14:00 - 14:45 | Statlearn INVITED CONFERENCE : Frederic Precioso (Biases in LLM) - Chloé Friguet | |
| 14:45 - 15:00 | Break | |
| 15:00 - 16:30 | Statlearn INVITED CONFERENCE : Aude Sportisse (Generative Methods for Missing Data: From PCA to Deep Learning) - Jes Frellsen | |
| 16:30 - 16:45 | Coffee break | |
| 16:45 - 17:30 | Statlearn INVITED CONFERENCE : Benjamin Billot (Bridging generative models and Neural Networks for domain-agnostic segmentation of brain MRI) - Chloé Friguet | |
| 19:00 - 21:00 | Banquet dinner |
Friday, April 4, 2025
| Time | Event | (+) |
| 09:00 - 10:30 | Statlearn INVITED CONFERENCE : Johannes Brandstetter (Latent space (generative) models in recent scientific breakthroughs) - Irene Balleli | |
| 10:30 - 11:00 | Coffee break | |
| 11:00 - 12:30 | Statlearn INVITED CONFERENCE : Anna Korba (Implicit Diffusion: Efficient Optimization through Stochastic Sampling) - Irene Balleli | |
| 12:30 - 14:00 | Lunch | |
| 14:00 - 15:30 | Statlearn INVITED CONFERENCE : Antonio Vergari (Subtractive Mixture Models: Representation, Learning and Inference) - Pierre-Alexandre Mattei | |
| 15:30 - 16:30 | Closing - Pierre-Alexandre Mattei |
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