Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons

In order to better understand how the brain perceives faces, it is important to know what objective drives learning in the ventral visual stream. To answer this question, we model neural responses to faces in the macaque inferotemporal (IT) cortex with a deep self-supervised generative model, β-VAE,...

Detaylı Bibliyografya
Asıl Yazarlar:	Higgins, I, Chang, L, Langston, V, Hassabis, D, Summerfield, C, Tsao, D, Botvinick, M
Materyal Türü:	Journal article
Dil:	English
Baskı/Yayın Bilgisi:	Springer Nature 2021

Benzer Materyaller

Unsupervised deep learning identifies semantic disentanglement in single inferotemporal face patch neurons
Yazar:: Irina Higgins, ve diğerleri
Baskı/Yayın Bilgisi: (2021-11-01)

Shape Similarity, Better than Semantic Membership, Accounts for the Structure of Visual Object Representations in a Population of Monkey Inferotemporal Neurons
Yazar:: Baldassi, Carlo, ve diğerleri
Baskı/Yayın Bilgisi: (2013)

Visual identification following inferotemporal ablation in the monkey.
Yazar:: Gaffan, D, ve diğerleri
Baskı/Yayın Bilgisi: (1986)

Disentangling the latent space of GANs for semantic face editing
Yazar:: Yongjie Niu, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

Disentangling the latent space of GANs for semantic face editing.
Yazar:: Yongjie Niu, ve diğerleri
Baskı/Yayın Bilgisi: (2023-01-01)

SIZE CONSTANCY IN MONKEYS WITH INFEROTEMPORAL LESIONS
Yazar:: Humphrey, N, ve diğerleri
Baskı/Yayın Bilgisi: (1969)

Modeling Invariances in Inferotemporal Cell Tuning
Yazar:: Riesenhuber, Maximilian, ve diğerleri
Baskı/Yayın Bilgisi: (2004)

Size constancy in monkeys with inferotemporal lesions.
Yazar:: Humphrey, N, ve diğerleri
Baskı/Yayın Bilgisi: (1969)

VISUAL PROTOTYPES, MEMORY, AND THE INFEROTEMPORAL CORTEX
Yazar:: Weiskrantz, L
Baskı/Yayın Bilgisi: (1990)

Representations of regular and irregular shapes by deep Convolutional Neural Networks, monkey inferotemporal neurons and human judgments.
Yazar:: Ioannis Kalfas, ve diğerleri
Baskı/Yayın Bilgisi: (2018-10-01)

Learning alters theta amplitude, theta-gamma coupling and neuronal synchronization in inferotemporal cortex
Yazar:: Nicol Alister U, ve diğerleri
Baskı/Yayın Bilgisi: (2011-06-01)

Prefrontal-inferotemporal interaction is not always necessary for reversal learning.
Yazar:: Wilson, C, ve diğerleri
Baskı/Yayın Bilgisi: (2008)

Perception of redundant cues by monkeys with inferotemporal lesions.
Yazar:: Iversen, S, ve diğerleri
Baskı/Yayın Bilgisi: (1967)

PERCEPTION OF REDUNDANT CUES BY MONKEYS WITH INFEROTEMPORAL LESIONS
Yazar:: Iversen, S, ve diğerleri
Baskı/Yayın Bilgisi: (1967)

DIFFERENTIATION OF FRONTAL INFEROTEMPORAL + NORMAL MONKEYS IN VISUAL EXPLORATORY SITUATION
Yazar:: Lindsley, D, ve diğerleri
Baskı/Yayın Bilgisi: (1964)

Categorization and retrieval after selective inferotemporal lesions in monkeys.
Yazar:: Sahgal, A, ve diğerleri
Baskı/Yayın Bilgisi: (1978)

Spatial modulation of primate inferotemporal responses by eye position.
Yazar:: Sidney R Lehky, ve diğerleri
Baskı/Yayın Bilgisi: (2008-01-01)

Inferotemporal-frontal disconnection and fornix transection in visuomotor conditional learning by monkeys.
Yazar:: Gaffan, D, ve diğerleri
Baskı/Yayın Bilgisi: (1988)

Inferotemporal-frontal Disconnection: The Uncinate Fascicle and Visual Associative Learning in Monkeys.
Yazar:: Eacott, M, ve diğerleri
Baskı/Yayın Bilgisi: (1992)

Single and concurrent discrimination learning by monkeys after lesions of inferotemporal cortex.
Yazar:: Gaffan, E, ve diğerleri
Baskı/Yayın Bilgisi: (1986)

The Hessian Penalty: A Weak Prior for Unsupervised Disentanglement
Yazar:: Peebles, William, ve diğerleri
Baskı/Yayın Bilgisi: (2021)

Inferotemporal lesions and memory for pattern discriminations after visual interference.
Yazar:: Dean, P, ve diğerleri
Baskı/Yayın Bilgisi: (1977)

Single-exposure visual memory judgments are reflected in inferotemporal cortex
Yazar:: Travis Meyer, ve diğerleri
Baskı/Yayın Bilgisi: (2018-03-01)

Unsupervised learning of disentangled representations for speech with neural variational inference models
Yazar:: Hsu, Wei-Ning, Ph. D. Massachusetts Institute of Technology
Baskı/Yayın Bilgisi: (2018)

Unsupervised domain adaptation in the wild via disentangling representation learning
Yazar:: Li, Haoliang, ve diğerleri
Baskı/Yayın Bilgisi: (2022)

Editable Image Generation with Consistent Unsupervised Disentanglement Based on GAN
Yazar:: Gaoming Yang, ve diğerleri
Baskı/Yayın Bilgisi: (2022-05-01)

AN INVESTIGATION OF A POSSIBLE MEMORY DEFECT PRODUCED BY INFEROTEMPORAL LESIONS IN BABOON
Yazar:: Iversen, S, ve diğerleri
Baskı/Yayın Bilgisi: (1970)

The effects of inferotemporal cortex lesions on Konorski delayed pair comparison in monkeys.
Yazar:: Sahgal, A, ve diğerleri
Baskı/Yayın Bilgisi: (1983)

An investigation of a possible memory defect produced by inferotemporal lesions in the baboon.
Yazar:: Iversen, S, ve diğerleri
Baskı/Yayın Bilgisi: (1970)

The effects of foveal prestriate and inferotemporal lesions on matching to sample behaviour in monkeys.
Yazar:: Sahgal, A, ve diğerleri
Baskı/Yayın Bilgisi: (1978)

A cross-sectional study on the complications of inferotemporal laser peripheral iridotomy
Yazar:: Manoj Prathapan, ve diğerleri
Baskı/Yayın Bilgisi: (2022-01-01)

Population response magnitude variation in inferotemporal cortex predicts image memorability
Yazar:: Andrew Jaegle, ve diğerleri
Baskı/Yayın Bilgisi: (2019-08-01)

Object discrimination performance and dynamics evaluated by inferotemporal cell population activity
Yazar:: Ridey H. Wang, ve diğerleri
Baskı/Yayın Bilgisi: (2021-06-01)

Disentangling Parallelism and Interference in Game Semantics
Yazar:: Simon Castellan, ve diğerleri
Baskı/Yayın Bilgisi: (2024-09-01)

Sparse Expansion and Neuronal Disentanglement
Yazar:: Kong, Linghao
Baskı/Yayın Bilgisi: (2024)

Unsupervised natural image patch learning
Yazar:: Dov Danon, ve diğerleri
Baskı/Yayın Bilgisi: (2019-08-01)

Unsupervised MR harmonization by learning disentangled representations using information bottleneck theory
Yazar:: Lianrui Zuo, ve diğerleri
Baskı/Yayın Bilgisi: (2021-11-01)

UVIRT—Unsupervised Virtual Try-on Using Disentangled Clothing and Person Features
Yazar:: Hideki Tsunashima, ve diğerleri
Baskı/Yayın Bilgisi: (2020-10-01)

Unsupervised Learning of Disentangled Representation via Auto-Encoding: A Survey
Yazar:: Ikram Eddahmani, ve diğerleri
Baskı/Yayın Bilgisi: (2023-02-01)

ControlFace: Feature Disentangling for Controllable Face Swapping
Yazar:: Xuehai Zhang, ve diğerleri
Baskı/Yayın Bilgisi: (2024-01-01)