Bruno A. Olshausen
- Sparse coding with an overcomplete basis set: A strategy employed by V1?
1997/12/01 by Bruno A. Olshausen, David J. Field · 62 citations
Biochemistry, Genetics and Molecular Biology · Neuroscience · #Advanced Fluorescence Microscopy Techniques #Neural dynamics and brain function #Visual perception and processing mechanisms
- Discovering Hidden Factors of Variation in Deep Networks
2014/12/20 by Brian Cheung, Jesse A. Livezey, Cheung, Brian +5 · 2 voices · 13 citations
Computer Science · #Digital Media Forensic Detection #Face recognition and analysis #Generative Adversarial Networks and Image Synthesis #cs.CV #cs.LG #cs.NE
- The Sparse Manifold Transform
2018/06/23 by Yubei Chen, Chen, Yubei, Dylan M. Paiton +3 · 1 voice · 4 citations
#stat.ML #cs.LG #eess.IV
- Transformer visualization via dictionary learning: contextualized embedding as a linear superposition of transformer factors
2021/03/29 by Zeyu Yun, Yun, Zeyu, Yubei Chen +5 · 17 citations
Computer Science · Social Sciences · #Topic Modeling #Natural Language Processing Techniques #Computational and Text Analysis Methods
- Toward Next-Generation Artificial Intelligence: Catalyzing the NeuroAI Revolution
2022/10/15 by Anthony M. Zador, G. Sean Escola, Zador, Anthony +51 · 15 citations
Computer Science · Biochemistry, Genetics and Molecular Biology · #Reinforcement Learning in Robotics #Computability, Logic, AI Algorithms #Cell Image Analysis Techniques
- Superposition of many models into one
2019/02/14 by Brian Cheung, Alex Terekhov, A. L. Terekhov +9 · 1 voice · 2 citations
Computer Science · #cs.LG #cs.AI #cs.NE
- Tent: Fully Test-time Adaptation by Entropy Minimization
2020/06/18 by Dequan Wang, Evan Shelhamer, Wang, Dequan +7 · 8 citations
Computer Science · #Advanced Neural Network Applications #Computer Vision and Pattern Recognition (cs.CV) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Multimodal Machine Learning Applications
- Disentangling images with Lie group transformations and sparse coding
2020/12/11 by Ho Yin Chau, Frank Qiu, Chau, Ho Yin +5 · 1 citation
Engineering · Computer Science · Biochemistry, Genetics and Molecular Biology · #Image Processing Techniques and Applications #Advanced Steganography and Watermarking Techniques #Cell Image Analysis Techniques
- Computing With Residue Numbers in High-Dimensional Representation
2024/11/18 by Christopher J. Kymn, Denis Kleyko, E. Paxon Frady +4 · 2 citations
Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Neural Networks and Reservoir Computing #Advanced Memory and Neural Computing
- Learning Internal Representations of 3D Transformations from 2D Projected Inputs
2023/03/31 by Marissa Connor, Bruno A. Olshausen, Connor, Marissa +3 · 1 citation
Neuroscience · Computer Science · Mathematics · #Visual perception and processing mechanisms #Advanced Vision and Imaging #Morphological variations and asymmetry
- Binding in hippocampal-entorhinal circuits enables compositionality in cognitive maps
2024/06/27 by Christopher J. Kymn, Kymn, Christopher J., Sonia Mazelet +11 · 1 voice · 1 citation
#q-bio.NC #cs.NE
- Toward a mechanistic understanding of inference in visual cortex and diffusion models
2026/07/17 by Zeyu Yun, Alexander Belsten, Dasheng Bi +3
#q-bio.NC #cs.AI