Tiago Marques

About Tiago Marques

Tiago Marques, With an exceptional h-index of 7 and a recent h-index of 7 (since 2020), a distinguished researcher at Massachusetts Institute of Technology, specializes in the field of Computational Neuroscience, Machine Learning, Computer Vision, Medical XR.

His recent articles reflect a diverse array of research interests and contributions to the field:

Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends

Augmented reality in breast surgery education

Connecting metrics for shape-texture knowledge in computer vision

Implementing Divisive Normalization in CNNs Improves Robustness to Common Image Corruptions

Measuring the Alignment of ANNs and Primate V1 on Luminance and Contrast Response Characteristics

Primate inferotemporal cortex neurons generalize better to novel image distributions than analogous deep neural networks units

Visual experience instructs the organization of cortical feedback inputs to primary visual cortex

Wiring up vision: Minimizing supervised synaptic updates needed to produce a primate ventral stream

Tiago Marques Information

University

Position

___

Citations(all)

435

Citations(since 2020)

418

Cited By

107

hIndex(all)

7

hIndex(since 2020)

7

i10Index(all)

7

i10Index(since 2020)

7

Email

University Profile Page

Google Scholar

Tiago Marques Skills & Research Interests

Computational Neuroscience

Machine Learning

Computer Vision

Medical XR

Top articles of Tiago Marques

Matching the Neuronal Representations of V1 is Necessary to Improve Robustness in CNNs with V1-like Front-ends

arXiv preprint arXiv:2310.10575

2023/10/16

Tiago Marques
Tiago Marques

H-Index: 3

Augmented reality in breast surgery education

Breast Care

2023/6/30

Francisco Fontes
Francisco Fontes

H-Index: 1

Tiago Marques
Tiago Marques

H-Index: 3

Connecting metrics for shape-texture knowledge in computer vision

arXiv preprint arXiv:2301.10608

2023/1/25

Tiago Oliveira
Tiago Oliveira

H-Index: 8

Tiago Marques
Tiago Marques

H-Index: 3

Implementing Divisive Normalization in CNNs Improves Robustness to Common Image Corruptions

2022/10/18

James J Dicarlo
James J Dicarlo

H-Index: 38

Tiago Marques
Tiago Marques

H-Index: 3

Measuring the Alignment of ANNs and Primate V1 on Luminance and Contrast Response Characteristics

2022/10/18

Tiago Marques
Tiago Marques

H-Index: 3

James J Dicarlo
James J Dicarlo

H-Index: 38

Primate inferotemporal cortex neurons generalize better to novel image distributions than analogous deep neural networks units

2022/10/18

Visual experience instructs the organization of cortical feedback inputs to primary visual cortex

bioRxiv

2022/10/15

Tiago Marques
Tiago Marques

H-Index: 3

Wiring up vision: Minimizing supervised synaptic updates needed to produce a primate ventral stream

bioRxiv

2020/6/8

Neural population geometry reveals the role of stochasticity in robust perception

Advances in Neural Information Processing Systems

2021/12/6

Combining Different V1 Brain Model Variants to Improve Robustness to Image Corruptions in CNNs

arXiv preprint arXiv:2110.10645

2021/10/20

Multi-scale hierarchical neural network models that bridge from single neurons in the primate primary visual cortex to object recognition behavior

bioRxiv

2021/3/2

No evidence for prolactin's involvement in the post-ejaculatory refractory period

Communications Biology

2021/1/4

Tiago Marques
Tiago Marques

H-Index: 3

Simulating a Primary Visual Cortex at the Front of CNNs Improves Robustness to Image Perturbations

Advances in Neural Information Processing Systems

2020

See List of Professors in Tiago Marques University(Massachusetts Institute of Technology)

Co-Authors

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