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Career

· Researcher, UC Berkeley Berkeley Artificial Intelligence Research Lab (BAIR)2024–
· Doctor of Philosophy in Vision Science, UC Berkeley2019–

Publications (17)

Towards Nonlinear Disentanglement in Natural Data with Temporal Sparse Coding
International Conference on Learning Representations · 2020
148
cited
The Sparse Manifold Transform
Neural Information Processing Systems · 2018
62
cited
Selectivity and robustness of sparse coding networks
Journal of Vision · 2020
33
cited
Replicating Kernels with a Short Stride Allows Sparse Reconstructions with Fewer Independent Kernels
arXiv.org · 2014
27
cited
Error-Resilient Analog Image Storage and Compression with Analog-Valued RRAM Arrays: An Adaptive Joint Source-Channel Coding Approach
International Electron Devices Meeting · 2018
22
cited
Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage
Data Compression Conference · 2018
18
cited
Sparse encoding of binocular images for depth inference
Southwest Symposium on Image Analysis and Interpretation · 2016
11
cited
Analysis and applications of the Locally Competitive Algorithm
2019
7
cited
A Deconvolutional Competitive Algorithm for Building Sparse Hierarchical Representations
International Conference on Bio-inspired Information and Communications Technologies · 2016
5
cited
Combining multiple visual processing streams for locating and classifying objects in video
2012 IEEE Southwest Symposium on Image Analysis and Interpretation · 2012
3
cited
Subspace Locally Competitive Algorithms
Neuro Inspired Computational Elements Workshop · 2020
2
cited
Sparse coding protects against adversarial attacks
1
cited
Are there principles ? “ God is a hacker ” –
2018
Biologically inspired distributed sensor networks: Collective signal amplification via ultra-low bandwidth spike-based communication
IEEE International Joint Conference on Neural Network · 2013
Combining multiple visual processing streams for lcoating and classifying objects
2012
Selectivity and Robustness of Sparse Coding Selectivity and Robustness of Sparse Coding Networks Networks
2022
Stellar Diameters and Limb-Darkening with Extreme Precision: Coherent Integration with the Navy Prototype Optical Interferometer
2011
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