| 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 | 369 | 2020 |
| 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 | 161 | 2020 |
| Classification of breast cancer histology using deep learning A Golatkar, D Anand, A Sethi Image Analysis and Recognition: 15th International Conference, ICIAR 2018 …, 2018 | 161 | 2018 |
| 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 | 136 | 2020 |
| 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 | 103 | 2019 |
| 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 | 47 | 2022 |
| 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 | 29 | 2020 |
| 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 | 18 | 2023 |
| 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 | 9 | 2024 |
| 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 | 8 | 2019 |
| 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 | 7* | 2022 |
| Sparse kernel PCA for outlier detection R Das, A Golatkar, SP Awate 2018 17th IEEE International Conference on Machine Learning and Applications …, 2018 | 7 | 2018 |
| Training data protection with compositional diffusion models A Golatkar, A Achille, A Swaminathan, S Soatto arXiv preprint arXiv:2308.01937, 2023 | 6 | 2023 |
| Tangent transformers for composition, privacy and removal TY Liu, A Golatkar, S Soatto arXiv preprint arXiv:2307.08122, 2023 | 4 | 2023 |
| Integral continual learning along the tangent vector field of tasks TY Liu, A Golatkar, S Soatto, A Achille arXiv preprint arXiv:2211.13108, 2022 | 3 | 2022 |
| Diffusion Soup: Model Merging for Text-to-Image Diffusion Models B Biggs, A Seshadri, Y Zou, A Jain, A Golatkar, Y Xie, A Achille, ... arXiv preprint arXiv:2406.08431, 2024 | 1 | 2024 |
| B'MOJO: Hybrid State Space Realizations of Foundation Models with Eidetic and Fading Memory L Zancato, A Seshadri, Y Dukler, A Golatkar, Y Shen, B Bowman, ... arXiv preprint arXiv:2407.06324, 2024 | | 2024 |
| Unlearning and Privacy in Deep Neural Networks AS Golatkar University of California, Los Angeles, 2023 | | 2023 |
| Scene Uncertainty and the Wellington Posterior of Deterministic Image Classifiers S Tsuei, A Golatkar, S Soatto arXiv preprint arXiv:2106.13870, 2021 | | 2021 |
| Role of Over-Parameterization in Generalization of 3-layer ReLU Networks S Singh, A Golatkar, A Verma The Second Tiny Papers Track at ICLR 2024, 0 | | |
Stefano SoattoProfessor of Computer Science, UCLA; Vice President, AWS AIVerified email at ucla.edu