🧮 Graph Generation via Text

Generating graph structures from natural language statistics (Altegrad Challenge).

📊 Bayesian ReLU Confidence

Improving calibration with Laplace approximations and closed-form corrections.

🛡️ Robustness of Generative Classifiers

Evaluating robustness under adversarial attacks like FGSM, PGD, CW.

🃏 Poker with Transformers

Exploring LLMs for strategic decision-making in poker environments.

🌐 Graphs for COVID Forecasting

Learning graph topologies for improved time-series prediction.

🚉 Train Delay Prediction

Data challenge with SNCF on real-time train delay forecasting.

🎨 TokenCompose: Guided Diffusion

Improving text-to-image alignment with token-level supervision.

🏟️ Optimized Sports Betting System

Utility-based bankroll allocation and real-time deployment on Kubernetes (AKS).

🧠 EEG-Stroke: Intention Detection for Rehab

Detection of movement intention in EEG for neurofeedback rehab (CHU Toulouse).