Victor Boutin
victorboutin.bsky.social
Victor Boutin
@victorboutin.bsky.social
Researcher in AI and computational Neuroscience @CNRS, Previously @serre_lab (Brown University) and @ANITI_toulouse
Reposted by Victor Boutin
🚨 New #XAI paper alert!

With the amazing @antoninpoche.bsky.social, Alon Jacovi, Agustin Picard, and
@victorboutin.bsky.social we’ve developed a framework to evaluate concept-based explanations in #NLP ! 📊

So proud of my first PhD student's first paper 🥹
🚀 Thrilled to share our new paper (the first of my PhD)!

How can we compare concept-based #XAI methods in #NLProc?

ConSim (arxiv.org/abs/2501.05855) provides the answer.

Read the thread to find out which method is the most interpretable! 🧵1/7
January 31, 2025 at 3:52 PM
At Neurips to present my article : “Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks”! We pit humans vs. regularized Latent Diffusion Models in the one-shot drawing task. Who’s the best sketch master? Come to my poster to know (poster #1600 tomorrow at 4:30pm)🖌️🤖 !
Latent Representation Matters: Human-like Sketches in One-shot Drawing Tasks
Humans can effortlessly draw new categories from a single exemplar, a feat that has long posed a challenge for generative models. However, this gap has started to close with recent advances in diffusi...
arxiv.org
December 10, 2024 at 9:41 PM
Reposted by Victor Boutin
I’ll be at @neuripsconf.bsky.social
this year, sharing some work on explainability and representations. If you’re attending and want to chat, feel free to reach out !👋
December 4, 2024 at 11:51 PM