francoisporcher / grad-cam

Interpretable Computer Vision: Visualising the zones of steepest gradients in the last convolutional layer

👋🏻 Welcome to my GitHub!

Hi there! I'm François, a Research Scientist in Artificial Intelligence at Meta from 🇫🇷 and 🇪🇸

My ambition is to transcend traditional AI boundaries, specifically Large Language Models (LLMs), by steering my research towards areas with profound positive impacts: Healthcare, Neurosciences, Ecology, and Energy.

🚀 About Me

• 🏢 Currently a Research Scientist intern at Meta (FAIR).
• 🎓 Alumnus of UC Berkeley (❤️☀️), where I earned my Master's degree in AI/Computer Sciences in May 2023.
• ✏️ Author: I share insights and research on my Medium Blog.
• 🎸 Hobbies: I enjoy playing the Guitar and making music, Hiking, and writing Articles

🔭 Core Research Interests

• Representation Learning
  Joint Embedding Spaces, Cross-modal integration.
• Uncertainty Estimation
  Calibration, search optimization, long-term planning.
• Self-Supervised Learning
  Video and sound analysis, new data modalities.
• Multimodal Learning
  Robust zero-shot learning, representation fusion.
• Explainable AI (XAI)
  Neural network interpretability, decision-making transparency.

🌐 Let's Connect!