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Binxu Wang
Binxu Wang
Kempner Institute, Harvard Medical School
Bestätigte E-Mail-Adresse bei hms.harvard.edu - Startseite
Titel
Zitiert von
Zitiert von
Jahr
The Geometry of Deep Generative Image Models and its Applications
B Wang, CR Ponce
International Conference on Learning Representations, 2021, 2021
792021
Tuning landscapes of the ventral stream
B Wang, CR Ponce
Cell Reports 41 (6), 2022
162022
Visual prototypes in the ventral stream are attuned to complexity and gaze behavior
O Rose, J Johnson, B Wang, CR Ponce
Nature Communications 12 (6723), 2021
152021
On the use of Cortical Magnification and Saccades as Biological Proxies for Data Augmentation
B Wang, D Mayo, A Deza, A Barbu, C Conwell
NeurIPS Workshop SVRHM 2021, 2021
132021
Diffusion models generate images like painters: an analytical theory of outline first, details later
B Wang, JJ Vastola
arXiv preprint arXiv:2303.02490, 2023
112023
Mutual information and information gating in synfire chains
Z Xiao, B Wang, AT Sornborger, L Tao
Entropy 20 (2), 102, 2018
92018
The Hidden Linear Structure in Score-Based Models and its Application
B Wang, JJ Vastola
NeurIPS 2023 Workshop on Diffusion Models (arXiv:2311.10892), 2023
42023
High-performance Evolutionary Algorithms for Online Neuron Control
B Wang, CR Ponce
GECCO '22: Proceedings of the Genetic and Evolutionary Computation …, 2022
42022
A mechanism for synaptic copy between neural circuits
Y Shao, B Wang, AT Sornborger, L Tao
Neural Computation 31 (10), 1964-1984, 2019
42019
On the Level Sets and Invariance of Neural Tuning Landscapes
B Wang, CR Ponce
NeurIPS 2022 Workshop on Symmetry and Geometry in Neural Representations, 2022
12022
The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications
B Wang, J Vastola
Transactions on Machine Learning Research, 2024
2024
Diverse capability and scaling of diffusion and auto-regressive models when learning abstract rules
B Wang, J Shang, H Sompolinsky
The First Workshop on System-2 Reasoning at Scale, NeurIPS'24, 2024
2024
Do diffusion models generalize on abstract rules for reasoning?
B Wang, J Shang, H Sompolinsky
2024 Conference on Cognitive Computational Neuroscience, 2024
2024
Neural Dynamics of Object Manifold Alignment in the Ventral Stream
B Wang, CR Ponce
bioRxiv, 2024.06. 20.596072, 2024
2024
Understanding Learning Dynamics of Neural Representations via Feature Visualization at Scale
C Kuntala, CR Ponce, DK Sharma, B Wang
NeurIPS 2023 UniReps Workshop: the First Workshop on Unifying …, 2023
2023
Charting the Landscape of Ventral Stream Neural Code on Generative Image Manifolds
B Wang
Washington University in St. Louis, 2023
2023
Factorized convolution models for interpreting neuron-guided images synthesis
B Wang, CR Ponce
2022 Conference on Cognitive Computational Neuroscience, 2022
2022
What constitutes understanding of ventral pathway function?
C Connor, G Kreiman, CR Ponce, C Craver, M Livingstone, M Schrimpf, ...
2021
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