Efficient inverse graphics in biological face processing

Modelling face memory reveals task-generalizable representations

(2019) Jiayu Zhan et al.   Nature Human Behaviour

Neural scene representation and rendering

(2018) S. M. Ali Eslami et al.   SCIENCE

A Simple, Fast and Highly-Accurate Algorithm to Recover 3D Shape from 2D Landmarks on a Single Image

(2017) Ruiqi Zhao et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Why Does Deep and Cheap Learning Work So Well?

(2017) Henry W. Lin et al.   JOURNAL OF STATISTICAL PHYSICS

Visual shape perception as Bayesian inference of 3D object-centered shape representations.

(2017) Goker Erdogan et al.   PSYCHOLOGICAL REVIEW

Two areas for familiar face recognition in the primate brain

(2017) Sofia M. Landi et al.   SCIENCE

A generative vision model that trains with high data efficiency and breaks text-based CAPTCHAs

(2017) Dileep George et al.   SCIENCE

Representational models: A common framework for understanding encoding, pattern-component, and representational-similarity analysis

(2017) Jörn Diedrichsen et al.   PLoS Computational Biology

Explicit information for category-orthogonal object properties increases along the ventral stream

(2016) Ha Hong et al.   NATURE NEUROSCIENCE

Using goal-driven deep learning models to understand sensory cortex

(2016) Daniel L K Yamins et al.   NATURE NEUROSCIENCE

Anatomical Connections of the Functionally Defined “Face Patches” in the Macaque Monkey

(2016) Piercesare Grimaldi et al.   NEURON

Intelligent Information Loss: The Coding of Facial Identity, Head Pose, and Non-Face Information in the Macaque Face Patch System

(2015) E. M. Meyers et al.   JOURNAL OF NEUROSCIENCE

Performance-optimized hierarchical models predict neural responses in higher visual cortex

(2014) D. L. K. Yamins et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

A Toolbox for Representational Similarity Analysis

(2014) Hamed Nili et al.   PLoS Computational Biology

Deep Supervised, but Not Unsupervised, Models May Explain IT Cortical Representation

(2014) Seyed-Mahdi Khaligh-Razavi et al.   PLoS Computational Biology

Simulation as an engine of physical scene understanding

(2013) P. W. Battaglia et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

The neural decoding toolbox

(2013) Ethan M. Meyers   Frontiers in Neuroinformatics

How Does the Brain Solve Visual Object Recognition?

(2012) James J. DiCarlo et al.   NEURON

NWChem: A comprehensive and scalable open-source solution for large scale molecular simulations

(2010) M. Valiev et al.   COMPUTER PHYSICS COMMUNICATIONS

Functional Compartmentalization and Viewpoint Generalization Within the Macaque Face-Processing System

(2010) W. A. Freiwald et al.   SCIENCE

Visual long-term memory has a massive storage capacity for object details

(2008) T. F. Brady et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA

Comparing face patch systems in macaques and humans

(2008) D. Y. Tsao et al.   PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA