Alessandro Achille
Alessandro Achille
Applied Scientist, Amazon Web Services and Caltech
Verified email at caltech.edu - Homepage
Title
Cited by
Cited by
Year
Emergence of invariance and disentanglement in deep representations
A Achille, S Soatto
The Journal of Machine Learning Research 19 (1), 1947-1980, 2018
280*2018
Information Dropout: Learning optimal representations through noisy computation
A Achille, S Soatto
IEEE Transactions on Pattern Analysis and Machine Intelligence 40 (12), 2897†…, 2018
227*2018
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
682019
Critical Learning Periods in Deep Networks
A Achille, M Rovere, S Soatto
International Conference on Learning Representations, 2019
58*2019
Life-long disentangled representation learning with cross-domain latent homologies
A Achille, T Eccles, L Matthey, CP Burgess, N Watters, A Lerchner, ...
arXiv preprint arXiv:1808.06508, 2018
512018
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
arXiv preprint arXiv:1905.13277, 2019
272019
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
242019
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
192019
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
18*2019
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
132019
Eternal Sunshine of the Spotless Net: Selective Forgetting in Deep Neural Networks
A Golatkar, A Achille, S Soatto
The IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 2019
12*2019
A separation principle for control in the age of deep learning
A Achille, S Soatto
Annual Review of Control, Robotics, and Autonomous Systems 1, 287-307, 2018
102018
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
82020
Adversarial training reduces information and improves transferability
M Terzi, A Achille, M Maggipinto, GA Susto
AAAI 2021, 2020
52020
The Dynamic Distance Between Learning Tasks
A Achille, GB Mbeng, S Soatto
5*2018
Dynamics and reachability of learning tasks
A Achille, G Mbeng, S Soatto
arXiv preprint arXiv:1810.02440, 2018
52018
Incremental Meta-Learning via Indirect Discriminant Alignment
Q Liu, O Majumder, A Achille, A Ravichandran, R Bhotika, S Soatto
European Conference on Computer Vision, 2020
42020
TextTubes for Detecting Curved Text in the Wild
J Seytre, J Wu, A Achille
arXiv preprint arXiv:1912.08990, 2019
32019
Predicting training time without training
L Zancato, A Achille, A Ravichandran, R Bhotika, S Soatto
arXiv preprint arXiv:2008.12478, 2020
22020
A Vietoris–Smale mapping theorem for the homotopy of hyperdefinable sets
A Achille, A Berarducci
Selecta Mathematica 24 (4), 3445-3473, 2018
22018
The system can't perform the operation now. Try again later.
Articles 1–20