Article-Journal

11 posts in this publication_type

Feature accentuation along the encoding axes of IT neurons uncovers hidden differences in model-brain alignment

May 12, 2025

An analytical theory of power law spectral bias in the learning dynamics of diffusion models

An analytical theory of power law spectral bias in the learning dynamics of diffusion models

Mar 1, 2025

Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

Jan 1, 2025

The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications

The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications

Dec 1, 2024

Neural Dynamics of Object Manifold Alignment in the Ventral Stream

May 1, 2024

Diffusion models generate images like painters: an analytical theory of outline first, details later

Mar 1, 2023

Tuning landscapes of the ventral stream

Tuning landscapes of the ventral stream

Oct 1, 2022

What constitutes understanding of ventral pathway function?

Jan 1, 2021

Visual prototypes in the ventral stream are attuned to complexity and gaze behavior

Jan 1, 2021

A mechanism for synaptic copy between neural circuits

Jan 1, 2019

Visual Neuroscience

Feature accentuation along the encoding axes of IT neurons uncovers hidden differences in model-brain alignment

Visual Neuroscience NeuroAI Neuron Modelling Digital Twins

Jacob S Prince

May 12, 2025

An analytical theory of power law spectral bias in the learning dynamics of diffusion models

An analytical theory of power law spectral bias in the learning dynamics of diffusion models

Diffusion Learning Dynamics Theory Science of AI

Binxu Wang

March 1, 2025

Interpretability

Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models

Interpretability Computer Vision

Thomas Fel

January 1, 2025

The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications

The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications

Diffusion Science of AI

Binxu Wang

December 1, 2024

Visual Neuroscience

Neural Dynamics of Object Manifold Alignment in the Ventral Stream

Visual Neuroscience Geometry Generative Model Ventral Stream

Binxu Wang

May 1, 2024

Diffusion models generate images like painters: an analytical theory of outline first, details later

Diffusion Geometry Generative Model Science of AI

Binxu Wang

March 1, 2023

Tuning landscapes of the ventral stream

Visual Neuroscience

Tuning landscapes of the ventral stream

Visual Neuroscience Geometry Generative Model Ventral Stream

Binxu Wang

October 1, 2022

What constitutes understanding of ventral pathway function?

Position Visual Neuroscience Ventral Stream

Charles Connor

January 1, 2021

Visual Neuroscience

Visual prototypes in the ventral stream are attuned to complexity and gaze behavior

Visual Neuroscience Ventral Stream

Olivia Rose*

January 1, 2021

Computational Neuroscience

A mechanism for synaptic copy between neural circuits

Computational Neuroscience NeuroAI

Yuxiu Shao

January 1, 2019

Visual Neuroscience NeuroAI Neuron Modelling Digital Twins

Jacob S Prince, Binxu Wang, Akshay v Jagadeesh, Thomas Fel, Emily Lo, George a Alvarez, Margaret S Livingstone, Talia Konkle (2025). Feature accentuation along the encoding axes of IT neurons uncovers hidden differences in model-brain alignment. Journal of Vision.

Diffusion Learning Dynamics Theory Science of AI

Binxu Wang (2025). An analytical theory of power law spectral bias in the learning dynamics of diffusion models. arXiv preprint arXiv:2503.03206.

Interpretability Computer Vision

Thomas Fel, Ekdeep Singh Lubana, Jacob S Prince, Matthew Kowal, Victor Boutin, Isabel Papadimitriou, Binxu Wang, Martin Wattenberg, Demba Ba, Talia Konkle (2025). Archetypal SAE: Adaptive and Stable Dictionary Learning for Concept Extraction in Large Vision Models. ICML 2025 (arXiv:2502.12892).

PDF Cite Code 📝 BLOG

Diffusion Science of AI

Binxu Wang, John J Vastola (2024). The Unreasonable Effectiveness of Gaussian Score Approximation for Diffusion Models and its Applications. Transactions on Machine Learning Research (arXiv:2412.09726).

PDF Cite Code 📝 BLOG

Visual Neuroscience Geometry Generative Model Ventral Stream

Binxu Wang, Carlos R Ponce (2024). Neural Dynamics of Object Manifold Alignment in the Ventral Stream. bioRxiv.

Diffusion Geometry Generative Model Science of AI

Binxu Wang, John J Vastola (2023). Diffusion models generate images like painters: an analytical theory of outline first, details later. arXiv preprint arXiv:2303.02490.

Visual Neuroscience Geometry Generative Model Ventral Stream

Binxu Wang, Carlos R Ponce (2022). Tuning landscapes of the ventral stream. Cell reports.

PDF Cite Code Dataset

Position Visual Neuroscience Ventral Stream

Charles Connor, Gabriel Kreiman, Carlos R Ponce, Carl Craver, Margaret Livingstone, Martin Schrimpf, Binxu Wang (2021). What constitutes understanding of ventral pathway function?.

Visual Neuroscience Ventral Stream

Olivia Rose*, James Johnson*, Binxu Wang, Carlos R. Ponce (2021). Visual prototypes in the ventral stream are attuned to complexity and gaze behavior. Nature Communications.

Computational Neuroscience NeuroAI

Yuxiu Shao, Binxu Wang, Andrew T Sornborger, Louis Tao (2019). A mechanism for synaptic copy between neural circuits. Neural computation.

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