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Alessandro Achille

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Interpretable Measures of Conceptual Similarity by Complexity-Constrained Descriptive Auto-Encoding

Feb 14, 2024
Alessandro Achille, Greg Ver Steeg, Tian Yu Liu, Matthew Trager, Carson Klingenberg, Stefano Soatto

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Meaning Representations from Trajectories in Autoregressive Models

Nov 02, 2023
Tian Yu Liu, Matthew Trager, Alessandro Achille, Pramuditha Perera, Luca Zancato, Stefano Soatto

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Critical Learning Periods Emerge Even in Deep Linear Networks

Aug 23, 2023
Michael Kleinman, Alessandro Achille, Stefano Soatto

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Training Data Protection with Compositional Diffusion Models

Aug 02, 2023
Aditya Golatkar, Alessandro Achille, Ashwin Swaminathan, Stefano Soatto

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Towards Visual Foundational Models of Physical Scenes

Jun 06, 2023
Chethan Parameshwara, Alessandro Achille, Matthew Trager, Xiaolong Li, Jiawei Mo, Matthew Trager, Ashwin Swaminathan, CJ Taylor, Dheera Venkatraman, Xiaohan Fei, Stefano Soatto

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Prompt Algebra for Task Composition

Jun 01, 2023
Pramuditha Perera, Matthew Trager, Luca Zancato, Alessandro Achille, Stefano Soatto

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Leveraging sparse and shared feature activations for disentangled representation learning

Apr 27, 2023
Marco Fumero, Florian Wenzel, Luca Zancato, Alessandro Achille, Emanuele Rodolà, Stefano Soatto, Bernhard Schölkopf, Francesco Locatello

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SAFE: Machine Unlearning With Shard Graphs

Apr 25, 2023
Yonatan Dukler, Benjamin Bowman, Alessandro Achille, Aditya Golatkar, Ashwin Swaminathan, Stefano Soatto

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