Bruno A. Olshausen
Affiliations:- University of California, Berkeley, USA
According to our database1,
Bruno A. Olshausen
authored at least 79 papers
between 1993 and 2023.
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Bibliography
2023
Neural Comput., July, 2023
CoRR, 2023
CoRR, 2023
CoRR, 2023
Proceedings of the International Conference on Machine Learning, 2023
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Minimalistic Unsupervised Representation Learning with the Sparse Manifold Transform.
Proceedings of the Eleventh International Conference on Learning Representations, 2023
Proceedings of the Geometric Science of Information - 6th International Conference, 2023
2022
Neuromorph. Comput. Eng., December, 2022
Proc. IEEE, 2022
Neural Comput., 2022
RG-Flow: a hierarchical and explainable flow model based on renormalization group and sparse prior.
Mach. Learn. Sci. Technol., 2022
CoRR, 2022
Proceedings of the 14th International Conference on Quality of Multimedia Experience, 2022
Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022
Proceedings of the NICE 2022: Neuro-Inspired Computational Elements Conference, 2022
Proceedings of the NeurIPS Workshop on Symmetry and Geometry in Neural Representations, 2022
2021
CoRR, 2021
Generalized Learning Vector Quantization for Classification in Randomized Neural Networks and Hyperdimensional Computing.
Proceedings of the International Joint Conference on Neural Networks, 2021
Proceedings of the 9th International Conference on Learning Representations, 2021
Proceedings of the ETRA '21 Adjunct: 2021 Symposium on Eye Tracking Research and Applications, 2021
Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors.
Proceedings of Deep Learning Inside Out: The 2nd Workshop on Knowledge Extraction and Integration for Deep Learning Architectures, 2021
2020
Resonator Networks, 2: Factorization Performance and Capacity Compared to Optimization-Based Methods.
Neural Comput., 2020
Resonator Networks, 1: An Efficient Solution for Factoring High-Dimensional, Distributed Representations of Data Structures.
Neural Comput., 2020
CoRR, 2020
Proceedings of the NICE '20: Neuro-inspired Computational Elements Workshop, 2020
2019
CoRR, 2019
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019
2018
Proceedings of the Advances in Neural Information Processing Systems 31: Annual Conference on Neural Information Processing Systems 2018, 2018
Joint Source-Channel Coding with Neural Networks for Analog Data Compression and Storage.
Proceedings of the 2018 Data Compression Conference, 2018
2017
IEEE Trans. Circuits Syst. I Regul. Pap., 2017
Proceedings of the 7th IEEE International Workshop on Advances in Sensors and Interfaces, 2017
Proceedings of the 5th International Conference on Learning Representations, 2017
2016
Proceedings of the 50th Asilomar Conference on Signals, Systems and Computers, 2016
2015
Proceedings of the 3rd International Conference on Learning Representations, 2015
2014
PLoS Comput. Biol., 2014
2013
Proceedings of the Human Vision and Electronic Imaging XVIII, 2013
Proceedings of the 2013 Asilomar Conference on Signals, 2013
2012
Neural Comput., 2012
2011
IEEE J. Sel. Top. Signal Process., 2011
Proceedings of the IEEE International Conference on Computer Vision, 2011
Proceedings of the 2011 Data Compression Conference (DCC 2011), 2011
2010
Proceedings of the Advances in Neural Information Processing Systems 23: 24th Annual Conference on Neural Information Processing Systems 2010. Proceedings of a meeting held 6-9 December 2010, 2010
2009
Proceedings of the Advances in Neural Information Processing Systems 22: 23rd Annual Conference on Neural Information Processing Systems 2009. Proceedings of a meeting held 7-10 December 2009, 2009
2008
Neural Comput., 2008
Proceedings of the Advances in Neural Information Processing Systems 21, 2008
2007
Proceedings of the Advances in Neural Information Processing Systems 20, 2007
Proceedings of the International Conference on Image Processing, 2007
Proceedings of the Human Vision and Electronic Imaging XII, San Jose, CA, USA, January 29, 2007
2005
Neuroanatomical image alignment.
Proceedings of the 16th IEEE Visualization Conference, 2005
2003
Proceedings of the 5th Joint Eurographics - IEEE TCVG Symposium on Visualization, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
Proceedings of the 2003 International Conference on Image Processing, 2003
2002
Proceedings of the Advances in Neural Information Processing Systems 15 [Neural Information Processing Systems, 2002
2000
Proceedings of the Advances in Neural Information Processing Systems 13, 2000
1999
Proceedings of the Advances in Neural Information Processing Systems 12, [NIPS Conference, Denver, Colorado, USA, November 29, 1999
1997
Inferring Sparse, Overcomplete Image Codes Using an Efficient Coding Framework.
Proceedings of the Advances in Neural Information Processing Systems 10, 1997
1996
A nonlinear Hebbian network that learns to detect disparity in random- dot stereograms.
Neural Comput., 1996
Learning efficient linear codes for natural images: the roles of sparseness, overcompleteness, and statistical independence.
Proceedings of the Human Vision and Electronic Imaging, 1996
Wavelets, blur, and the sources of variability in the amplitude spectra of natural scenes.
Proceedings of the Human Vision and Electronic Imaging, 1996
1995
A multiscale dynamic routing circuit for forming size- and position-invariant object representations.
J. Comput. Neurosci., 1995
1993
Proceedings of the Advances in Neural Information Processing Systems 6, 1993