Redundant Information Neural Estimation
Kleinman, Michael, Achille, Alessandro, Soatto, Stefano, Kao, Jonathan C.
Published in Entropy (Basel, Switzerland) (20.07.2021)
Published in Entropy (Basel, Switzerland) (20.07.2021)
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Journal Article
Spacetime-Efficient Low-Depth Quantum State Preparation with Applications
Gui, Kaiwen, Dalzell, Alexander M., Achille, Alessandro, Suchara, Martin, Chong, Frederic T.
Published in Quantum (Vienna, Austria) (15.02.2024)
Published in Quantum (Vienna, Austria) (15.02.2024)
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Journal Article
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Networks
Golatkar, Aditya, Achille, Alessandro, Soatto, Stefano
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
Published in 2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2020)
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Conference Proceeding
AI model disgorgement: Methods and choices
Achille, Alessandro, Kearns, Michael, Klingenberg, Carson, Soatto, Stefano
Published in Proceedings of the National Academy of Sciences - PNAS (30.04.2024)
Published in Proceedings of the National Academy of Sciences - PNAS (30.04.2024)
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Journal Article
Task2Vec: Task Embedding for Meta-Learning
Achille, Alessandro, Lam, Michael, Tewari, Rahul, Ravichandran, Avinash, Maji, Subhransu, Fowlkes, Charless, Soatto, Stefano, Perona, Pietro
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
Published in 2019 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2019)
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Conference Proceeding
A Separation Principle for Control in the Age of Deep Learning
Achille, Alessandro, Soatto, Stefano
Published in Annual review of control, robotics, and autonomous systems (28.05.2018)
Published in Annual review of control, robotics, and autonomous systems (28.05.2018)
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Journal Article
Mixed-Privacy Forgetting in Deep Networks
Golatkar, Aditya, Achille, Alessandro, Ravichandran, Avinash, Polito, Marzia, Soatto, Stefano
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
A Vietoris–Smale mapping theorem for the homotopy of hyperdefinable sets
Achille, Alessandro, Berarducci, Alessandro
Published in Selecta mathematica (Basel, Switzerland) (01.09.2018)
Published in Selecta mathematica (Basel, Switzerland) (01.09.2018)
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Journal Article
Mixed Differential Privacy in Computer Vision
Golatkar, Aditya, Achille, Alessandro, Wang, Yu-Xiang, Roth, Aaron, Kearns, Michael, Soatto, Stefano
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
Critical Learning Periods for Multisensory Integration in Deep Networks
Kleinman, Michael, Achille, Alessandro, Soatto, Stefano
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
LayoutTransformer: Layout Generation and Completion with Self-attention
Gupta, Kamal, Lazarow, Justin, Achille, Alessandro, Davis, Larry, Mahadevan, Vijay, Shrivastava, Abhinav
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
Published in 2021 IEEE/CVF International Conference on Computer Vision (ICCV) (01.10.2021)
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Conference Proceeding
LQF: Linear Quadratic Fine-Tuning
Achille, Alessandro, Golatkar, Aditya, Ravichandran, Avinash, Polito, Marzia, Soatto, Stefano
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
Published in 2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2021)
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Conference Proceeding
Task Adaptive Parameter Sharing for Multi-Task Learning
Wallingford, Matthew, Li, Hao, Achille, Alessandro, Ravichandran, Avinash, Fowlkes, Charless, Bhotika, Rahul, Soatto, Stefano
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
Published in 2022 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2022)
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Conference Proceeding
E46K-like α-synuclein mutants increase lipid interactions and disrupt membrane selectivity
Rovere, Matteo, Powers, Alex E., Jiang, Haiyang, Pitino, Julia C., Fonseca-Ornelas, Luis, Patel, Dushyant S., Achille, Alessandro, Langen, Ralf, Varkey, Jobin, Bartels, Tim
Published in The Journal of biological chemistry (21.06.2019)
Published in The Journal of biological chemistry (21.06.2019)
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Journal Article
À-la-carte Prompt Tuning (APT): Combining Distinct Data Via Composable Prompting
Bowman, Benjamin, Achille, Alessandro, Zancato, Luca, Trager, Matthew, Perera, Pramuditha, Paolini, Giovanni, Soatto, Stefano
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Train/Test-Time Adaptation with Retrieval
Zancato, Luca, Achille, Alessandro, Liu, Tian Yu, Trager, Matthew, Perera, Pramuditha, Soatto, Stefano
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
A Meta-Learning Approach to Predicting Performance and Data Requirements
Jain, Achin, Swaminathan, Gurumurthy, Favaro, Paolo, Yang, Hao, Ravichandran, Avinash, Harutyunyan, Hrayr, Achille, Alessandro, Dabeer, Onkar, Schiele, Bernt, Swaminathan, Ashwin, Soatto, Stefano
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
Published in 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) (01.06.2023)
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Conference Proceeding
Emergence of Invariance and Disentanglement in Deep Representations
Achille, Alessandro, Soatto, Stefano
Published in 2018 Information Theory and Applications Workshop (ITA) (01.02.2018)
Published in 2018 Information Theory and Applications Workshop (ITA) (01.02.2018)
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Conference Proceeding