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T. Anderson Keller
T. Anderson Keller
Research Fellow, Kempner Institute at Harvard University
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Experimental realization of a nonlinear acoustic lens with a tunable focus
CM Donahue, PWJ Anzel, L Bonanomi, TA Keller, C Daraio
Applied Physics Letters 104 (1), 2014
1032014
Topographic vaes learn equivariant capsules
TA Keller, M Welling
Advances in Neural Information Processing Systems 34, 28585-28597, 2021
282021
Self normalizing flows
TA Keller, JWT Peters, P Jaini, E Hoogeboom, P Forré, M Welling
International Conference on Machine Learning, 5378-5387, 2021
122021
Modeling Category-Selective Cortical Regions with Topographic Variational Autoencoders
TA Keller, Q Gao, M Welling
arXiv preprint arXiv:2110.13911, 2021
112021
Designing policy recommendations to reduce home abandonment in Mexico
K Ackermann, E Blancas Reyes, S He, T Anderson Keller, P Van Der Boor, ...
Proceedings of the 22nd ACM SIGKDD International Conference on Knowledge …, 2016
82016
Latent Traversals in Generative Models as Potential Flows
Y Song, A Keller, N Sebe, M Welling
arXiv preprint arXiv:2304.12944, 2023
62023
Predictive Coding with Topographic Variational Autoencoders
TA Keller, M Welling
Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021
42021
Traveling Waves Encode the Recent Past and Enhance Sequence Learning
TA Keller, L Muller, T Sejnowski, M Welling
arXiv preprint arXiv:2309.08045, 2023
32023
Neural wave machines: learning spatiotemporally structured representations with locally coupled oscillatory recurrent neural networks
TA Keller, M Welling
International Conference on Machine Learning, 16168-16189, 2023
32023
Locally coupled oscillatory recurrent networks learn traveling waves and topographic organization
TA Keller, M Welling
Cosyne abstracts 2023, 2023
32023
Homomorphic Self-Supervised Learning
TA Keller, X Suau, L Zappella
arXiv preprint arXiv:2211.08282, 2022
32022
Fast Weight Long Short-Term Memory
TA Keller, SN Sridhar, X Wang
arXiv preprint arXiv:1804.06511, 2018
32018
Duet: 2d structured and approximately equivariant representations
X Suau, F Danieli, TA Keller, A Blaas, C Huang, J Ramapuram, ...
arXiv preprint arXiv:2306.16058, 2023
22023
Flow Factorized Representation Learning
Y Song, A Keller, N Sebe, M Welling
Advances in Neural Information Processing Systems 36, 2024
12024
As easy as APC: overcoming missing data and class imbalance in time series with self-supervised learning
F Wever, TA Keller, L Symul, V Garcia
arXiv preprint arXiv:2106.15577, 2021
12021
Image segmentation with traveling waves in an exactly solvable recurrent neural network
LHB Liboni, RC Budzinski, AN Busch, S Löwe, TA Keller, M Welling, ...
arXiv preprint arXiv:2311.16943, 2023
2023
Deep Generative Models of Music Expectation
NL Masclef, TA Keller
arXiv preprint arXiv:2310.03500, 2023
2023
Device and computer implemented method for training an artificial neural network
TA Keller, A Khoreva, M Welling
US Patent App. 16/983,717, 2021
2021
Comparison and Fine-grained Analysis of Sequence Encoders for Natural Language Processing
TA Keller
University of California, San Diego, 2017
2017
An Experimental Study of a Nonlinear Acoustic Lens Interfaced with Water
C Donahue, P Anzel, T Keller, C Daraio
APS Division of Fluid Dynamics Meeting Abstracts, E24. 001, 2012
2012
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Artikelen 1–20