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Alessandro Achille
Alessandro Achille
Principal Applied Scientist, Amazon Web Services and Caltech
Bestätigte E-Mail-Adresse bei caltech.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
Emergence of invariance and disentanglement in deep representations
A Achille, S Soatto
Journal of Machine Learning Research 19 (50), 1-34, 2018
663*2018
Eternal sunshine of the spotless net: Selective forgetting in deep networks
A Golatkar, A Achille, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
4682020
Information Dropout: Learning optimal representations through noisy computation
A Achille, S Soatto
IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (12), 2897 …, 2018
4602018
Task2vec: Task embedding for meta-learning
A Achille, M Lam, R Tewari, A Ravichandran, S Maji, CC Fowlkes, ...
Proceedings of the IEEE/CVF international conference on computer vision …, 2019
3612019
Structured Prediction as Translation between Augmented Natural Languages
G Paolini, B Athiwaratkun, J Krone, J Ma, A Achille, R Anubhai, ...
International Conference on Learning Representations, 2021
3232021
Critical Learning Periods in Deep Networks
A Achille, M Rovere, S Soatto
International Conference on Learning Representations, 2019
286*2019
Forgetting Outside the Box: Scrubbing Deep Networks of Information Accessible from Input-Output Observations
A Golatkar, A Achille, S Soatto
European Conference on Computer Vision, 2020
2002020
Mixed-Privacy Forgetting in Deep Networks
A Golatkar, A Achille, A Ravichandran, M Polito, S Soatto
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2020
1682020
Layouttransformer: Layout generation and completion with self-attention
K Gupta, J Lazarow, A Achille, LS Davis, V Mahadevan, A Shrivastava
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
1652021
Life-long disentangled representation learning with cross-domain latent homologies
A Achille, T Eccles, L Matthey, CP Burgess, N Watters, A Lerchner, ...
Conference on Neural Information Processing Systems, 2018
1422018
Time matters in regularizing deep networks: Weight decay and data augmentation affect early learning dynamics, matter little near convergence
A Golatkar, A Achille, S Soatto
Conference on Neural Information Processing Systems, 2019
1082019
Toward understanding catastrophic forgetting in continual learning
CV Nguyen, A Achille, M Lam, T Hassner, V Mahadevan, S Soatto
arXiv preprint arXiv:1908.01091, 2019
992019
Task adaptive parameter sharing for multi-task learning
M Wallingford, H Li, A Achille, A Ravichandran, C Fowlkes, R Bhotika, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
792022
Where is the information in a deep neural network?
A Achille, G Paolini, S Soatto
ArXiv Preprints, arXiv:1905.12213 1905 (12213), 1-13, 2019
742019
CPR: Retrieval augmented generation for copyright protection
A Golatkar, A Achille, L Zancato, YX Wang, A Swaminathan, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
682024
The information complexity of learning tasks, their structure and their distance
A Achille, G Paolini, G Mbeng, S Soatto
Information and Inference: A Journal of the IMA, 2019
642019
Mixed differential privacy in computer vision
A Golatkar, A Achille, YX Wang, A Roth, M Kearns, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2022
582022
Multi-modal hallucination control by visual information grounding
A Favero, L Zancato, M Trager, S Choudhary, P Perera, A Achille, ...
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
502024
A linearized framework and a new benchmark for model selection for fine-tuning
A Deshpande, A Achille, A Ravichandran, H Li, L Zancato, C Fowlkes, ...
arXiv preprint arXiv:2102.00084, 2021
492021
E46K-like α-synuclein mutants increase lipid interactions and disrupt membrane selectivity
M Rovere, AE Powers, H Jiang, JC Pitino, L Fonseca-Ornelas, DS Patel, ...
Journal of Biological Chemistry 294 (25), 9799-9812, 2019
462019
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