| Jul 02, 2025 | After years of work, it’s finally out: our paper On convex decision regions in deep network representations got published in Nature Communications! . See the recording of the talk about the paper I gave at ELLIS UniReps Speaker Series two weeks ago. We also have a Python package for evaluating convexity. |
| Jun 25, 2025 | I was invited to give a talk at the Workshop on Self-Supervised Learning for Signal Decoding on August 14–15 in Aalborg (Denmark), organized by The Pioneer Centre for Artificial Intelligence. I will talk about our paper On convex decision regions in deep network representations. |
| Jun 04, 2025 | I am delighted to give a flash talk at ELLIS UniReps Speaker Series on 20 June 2025. I will talk about our paper On convex decision regions in deep network representations. Update: The recording of the talk is available. See also the journal version of the paper. |
| Apr 22, 2025 | Our parallel session Latent space navigation - interpretation, probing and steering was accepted to the D3A conference. See you on August 26-27, 2025! |
| Apr 04, 2025 | Our paper Knowledge Graphs for Empirical Concept Retrieval (originally presented at The 2nd World Conference on eXplainable Artificial Intelligence (XAI-2024)) was accepted for presentation at the 1st International Workshop on eXplainable AI and Knowledge Graphs at ESWC 2025. |
| Mar 24, 2025 | Our paper From Colors to Classes: Emergence of Concepts in Vision Transformers was accepted to The 3rd World Conference on eXplainable Artificial Intelligence (XAI-2025). |