Graziani, Mara

5 publications

ICLRW 2023 Concept Discovery and Dataset Exploration with Singular Value Decomposition Mara Graziani, An-phi Nguyen, Laura O'Mahony, Henning Müller, Vincent Andrearczyk

CVPRW 2023 Disentangling Neuron Representations with Concept Vectors Laura O'Mahony, Vincent Andrearczyk, Henning Müller, Mara Graziani

TMLR 2023 Uncovering Unique Concept Vectors Through Latent Space Decomposition Mara Graziani, Laura O'Mahony, An-phi Nguyen, Henning Müller, Vincent Andrearczyk

NeurIPSW 2023 Using Foundation Models to Promote Digitization and Reproducibility in Scientific Experimentation Amol Thakkar, Andrea Giovannini, Antonio Foncubierta, Carlo Baldassari, Dimitrios Christofidellis, Federico Zipoli, Gianmarco Gabrieli, Jannis Born, Mara Graziani, Marvin Alberts, Matteo Manica, Michael Stiefel, Oliver Schilter, Teodoro Laino, Patrick W. Ruch

ICCVW 2019 Interpreting Intentionally Flawed Models with Linear Probes Mara Graziani, Henning Müller, Vincent Andrearczyk