Michael J. Tarr

Orcid: 0000-0003-4724-1744

According to our database1, Michael J. Tarr authored at least 39 papers between 1993 and 2024.

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Bibliography

2024
Brain Mapping with Dense Features: Grounding Cortical Semantic Selectivity in Natural Images With Vision Transformers.
CoRR, 2024

ICAL: Continual Learning of Multimodal Agents by Transforming Trajectories into Actionable Insights.
CoRR, 2024

StableSemantics: A Synthetic Language-Vision Dataset of Semantic Representations in Naturalistic Images.
CoRR, 2024

Neural Representations of Dynamic Visual Stimuli.
CoRR, 2024

HELPER-X: A Unified Instructable Embodied Agent to Tackle Four Interactive Vision-Language Domains with Memory-Augmented Language Models.
CoRR, 2024

BrainSCUBA: Fine-Grained Natural Language Captions of Visual Cortex Selectivity.
Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023
Better models of human high-level visual cortex emerge from natural language supervision with a large and diverse dataset.
Nat. Mac. Intell., December, 2023

3D View Prediction Models of the Dorsal Visual Stream.
CoRR, 2023

Thinking Like an Annotator: Generation of Dataset Labeling Instructions.
CoRR, 2023

Quantifying the Roles of Visual, Linguistic, and Visual-Linguistic Complexity in Verb Acquisition.
CoRR, 2023

Brain Dissection: fMRI-trained Networks Reveal Spatial Selectivity in the Processing of Natural Images.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Brain Diffusion for Visual Exploration: Cortical Discovery using Large Scale Generative Models.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Open-Ended Instructable Embodied Agents with Memory-Augmented Large Language Models.
Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

2022
Learning Neural Acoustic Fields.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

TIDEE: Tidying Up Novel Rooms Using Visuo-Semantic Commonsense Priors.
Proceedings of the Computer Vision - ECCV 2022, 2022

2020
Alpha Net: Adaptation with Composition in Classifier Space.
CoRR, 2020

Learning Intermediate Features of Object Affordances with a Convolutional Neural Network.
CoRR, 2020

2019
Neural Taskonomy: Inferring the Similarity of Task-Derived Representations from Brain Activity.
Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

2018
BOLD5000: A public fMRI dataset of 5000 images.
CoRR, 2018

Challenges and Opportunities in Instrumentation and Use of High-Density EEG for Underserved Regions.
Proceedings of the Innovations and Interdisciplinary Solutions for Underserved Areas, 2018

2017
Functionally localized representations contain distributed information: insight from simulations of deep convolutional neural networks.
Proceedings of the 39th Annual Meeting of the Cognitive Science Society, 2017

2016
A method for real-time visual stimulus selection in the study of cortical object perception.
NeuroImage, 2016

A state-space model of cross-region dynamic connectivity in MEG/EEG.
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

Containing errors in computations for neural sensing: Does a hierarchical-referencing strategy lead to energy savings?
Proceedings of the 2016 Information Theory and Applications Workshop, 2016

2015
Size Precedes View: Developmental Emergence of Invariant Object Representations in Lateral Occipital Complex.
J. Cogn. Neurosci., 2015

Applying artificial vision models to human scene understanding.
Frontiers Comput. Neurosci., 2015

2014
Exploration of complex visual feature spaces for object perception.
Frontiers Comput. Neurosci., 2014

Estimating Learning Effects: A Short-Time Fourier Transform Regression Model for MEG Source Localization.
Proceedings of the Machine Learning and Interpretation in Neuroimaging, 2014

2011
Race-Specific Perceptual Discrimination Improvement Following Short Individuation Training With Faces.
Cogn. Sci., 2011

2008
Identifying faces across variations in lighting: Psychophysics and computation.
ACM Trans. Appl. Percept., 2008

2007
Is Region-of-Interest Overlap Comparison a Reliable Measure of Category Specificity?
J. Cogn. Neurosci., 2007

2006
Perceptual Expertise Effects Are Not All or None: Spatially Limited Perceptual Expertise for Faces in a Case of Prosopagnosia.
J. Cogn. Neurosci., 2006

2005
Comparing 2D Vector Field Visualization Methods: A User Study.
IEEE Trans. Vis. Comput. Graph., 2005

Behavioral Change and Its Neural Correlates in Visual Agnosia After Expertise Training.
J. Cogn. Neurosci., 2005

2003
Early lateralization and orientation tuning for face, word, and object processing in the visual cortex.
NeuroImage, 2003

2001
Quantitative Comparative Evaluation of 2D Vector Field Visualization Methods.
Proceedings of the 12th IEEE Visualization Conference, 2001

1999
Inferring Perceptual Saliency Fields from Viewpoint-Dependent Recognition Data.
Neural Comput., 1999

1997
Representation of three-dimensional object similarity in human vision.
Proceedings of the Human Vision and Electronic Imaging II, 1997

1993
Action Representation and Purpose: Re-evaluating the Foundations of Computational Vision.
Proceedings of the 13th International Joint Conference on Artificial Intelligence. Chambéry, France, August 28, 1993


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