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Aditya Golatkar
Aditya Golatkar
University of California Los Angeles
Подтвержден адрес электронной почты в домене g.ucla.edu - Главная страница
Название
Процитировано
Процитировано
Год
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
5092020
Forgetting outside the box: Scrubbing deep networks of information accessible from input-output observations
A Golatkar, A Achille, S Soatto
Computer Vision–ECCV 2020: 16th European Conference, Glasgow, UK, August 23 …, 2020
2212020
Mixed-Privacy Forgetting in Deep Networks
A Golatkar, A Achille, A Ravichandran, M Polito, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
1832020
Classification of breast cancer histology using deep learning
A Golatkar, D Anand, A Sethi
Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018
1812018
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
NeurIPS, 2019
1112019
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
752024
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
622022
LQF: Linear Quadratic Fine-Tuning
A Achille, A Golatkar, A Ravichandran, M Polito, S Soatto
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020
312020
Safe: Machine unlearning with shard graphs
Y Dukler, B Bowman, A Achille, A Golatkar, A Swaminathan, S Soatto
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2023
262023
Eternal sunshine of the spotless net: Selective forgetting in deep networks. In 2020 IEEE
A Golatkar, A Achille, S Soatto
CVF Conference on Computer Vision and Pattern Recognition (CVPR), 9301-9309, 2019
122019
Diffusion soup: Model merging for text-to-image diffusion models
B Biggs, A Seshadri, Y Zou, A Jain, A Golatkar, Y Xie, A Achille, ...
European Conference on Computer Vision, 257-274, 2024
102024
On Leave-One-Out Conditional Mutual Information For Generalization
M Rida Rammal, A Achille, A Golatkar, S Diggavi, S Soatto
arXiv e-prints, arXiv: 2207.00581, 2022
10*2022
Sparse kernel PCA for outlier detection
R Das, A Golatkar, SP Awate
2018 17th IEEE International Conference on Machine Learning and Applications …, 2018
92018
Training data protection with compositional diffusion models
A Golatkar, A Achille, A Swaminathan, S Soatto
arXiv preprint arXiv:2308.01937, 2023
82023
B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory
L Zancato, A Seshadri, Y Dukler, AS Golatkar, Y Shen, B Bowman, ...
Advances in Neural Information Processing Systems 37, 130433-130462, 2024
72024
Tangent transformers for composition, privacy and removal
TY Liu, A Golatkar, S Soatto
arXiv preprint arXiv:2307.08122, 2023
72023
Integral continual learning along the tangent vector field of tasks
TY Liu, A Golatkar, S Soatto, A Achille
arXiv preprint arXiv:2211.13108, 2022
32022
PICASO: Permutation-Invariant Context Composition with State Space Models
TY Liu, A Achille, M Trager, A Golatkar, L Zancato, S Soatto
arXiv preprint arXiv:2502.17605, 2025
2025
Expansion Span: Combining Fading Memory and Retrieval in Hybrid State Space Models
E Nunez, L Zancato, B Bowman, A Golatkar, W Xia, S Soatto
arXiv preprint arXiv:2412.13328, 2024
2024
Unlearning and Privacy in Deep Neural Networks
AS Golatkar
University of California, Los Angeles, 2023
2023
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Статьи 1–20