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Alessandro Achille
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Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks


Nov 25, 2019
Aditya Golatkar, Alessandro Achille, Stefano Soatto

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Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Neural Networks


Nov 12, 2019
Aditya Golatkar, Alessandro Achille, Stefano Soatto

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Toward Understanding Catastrophic Forgetting in Continual Learning


Aug 02, 2019
Cuong V. Nguyen, Alessandro Achille, Michael Lam, Tal Hassner, Vijay Mahadevan, Stefano Soatto

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Where is the Information in a Deep Neural Network?


Jun 04, 2019
Alessandro Achille, Stefano Soatto

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Time Matters in Regularizing Deep Networks: Weight Decay and Data Augmentation Affect Early Learning Dynamics, Matter Little Near Convergence


May 30, 2019
Aditya Golatkar, Alessandro Achille, Stefano Soatto

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The Information Complexity of Learning Tasks, their Structure and their Distance


Apr 05, 2019
Alessandro Achille, Giovanni Paolini, Glen Mbeng, Stefano Soatto

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Task2Vec: Task Embedding for Meta-Learning


Feb 10, 2019
Alessandro Achille, Michael Lam, Rahul Tewari, Avinash Ravichandran, Subhransu Maji, Charless Fowlkes, Stefano Soatto, Pietro Perona

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Life-Long Disentangled Representation Learning with Cross-Domain Latent Homologies


Aug 20, 2018
Alessandro Achille, Tom Eccles, Loic Matthey, Christopher P. Burgess, Nick Watters, Alexander Lerchner, Irina Higgins

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