Dylan M. Paiton

11 papers A* 2B 2Journal 3Unranked 4
YearRankTypeTitle / Venue / Authors
2021 A* conf
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding.
ICLR
David A. Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton
2020 — conf
Subspace Locally Competitive Algorithms.
NICE
Dylan M. Paiton, Steven Shepard, Kwan Ho Ryan Chan, Bruno A. Olshausen
2020 J jnl
Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding.
CoRR
David A. Klindt, Lukas Schott, Yash Sharma, Ivan Ustyuzhaninov, Wieland Brendel, Matthias Bethge, Dylan M. Paiton
2018 B conf
Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage.
DCC
Ryan Zarcone, Dylan M. Paiton, Alex Anderson, Jesse H. Engel, H.-S. Philip Wong, Bruno A. Olshausen
2018 A* conf
The Sparse Manifold Transform.
NeurIPS
Yubei Chen, Dylan M. Paiton, Bruno A. Olshausen
2018 J jnl
The Sparse Manifold Transform.
CoRR
Yubei Chen, Dylan M. Paiton, Bruno A. Olshausen
2016 — conf
Sparse encoding of binocular images for depth inference.
SSIAI
Sheng Y. Lundquist, Dylan M. Paiton, Peter F. Schultz, Garrett T. Kenyon
2015 — conf
A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical Representations.
BICT
Dylan M. Paiton, Sheng Y. Lundquist, William Shainin, Xinhua Zhang, Peter F. Schultz, Garrett T. Kenyon
2014 J jnl
Replicating Kernels with a Short Stride Allows Sparse Reconstructions with Fewer Independent Kernels.
CoRR
Peter F. Schultz, Dylan M. Paiton, Wei Lu, Garrett T. Kenyon
2013 B conf
Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication.
IJCNN
Sheng Y. Lundquist, Dylan M. Paiton, Brennan M. Nowers, Peter F. Schultz, Steven P. Brumby, Anders M. Jorgensen, Garrett T. Kenyon
2012 — conf
Combining multiple visual processing streams for locating and classifying objects in video.
SSIAI
Dylan M. Paiton, Steven P. Brumby, Garrett T. Kenyon, Gerd J. Kunde, Kris D. Peterson, Mohammed I. Ham, Peter F. Schultz, John S. George