Miguel P. Eckstein

Affiliations:
  • University of California Santa Barbara, CA, USA


According to our database1, Miguel P. Eckstein authored at least 54 papers between 1996 and 2022.

Collaborative distances:
  • Dijkstra number2 of five.
  • Erdős number3 of four.

Timeline

Legend:

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In proceedings 
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PhD thesis 
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Links

Online presence:

On csauthors.net:

Bibliography

2022
Neuro-Symbolic Causal Language Planning with Commonsense Prompting.
CoRR, 2022

Imagination-Augmented Natural Language Understanding.
CoRR, 2022

A deep Q-learning method for optimizing visual search strategies in backgrounds of dynamic noise.
CoRR, 2022

2021
Foveated Model Observers for Visual Search in 3D Medical Images.
IEEE Trans. Medical Imaging, 2021

ImaginE: An Imagination-Based Automatic Evaluation Metric for Natural Language Generation.
CoRR, 2021

FoveaTer: Foveated Transformer for Image Classification.
CoRR, 2021

Comparing Visual Reasoning in Humans and AI.
CoRR, 2021

Gaze Perception in Humans and CNN-Based Model.
CoRR, 2021

Language-based Video Editing via Multi-Modal Multi-Level Transformer.
CoRR, 2021

Diagnosing Vision-and-Language Navigation: What Really Matters.
CoRR, 2021

2020
Foveated model observer to predict human search performance on virtual digital breast tomosynthesis phantoms.
Proceedings of the Medical Imaging 2020: Image Perception, 2020

Evaluation of convolutional neural networks for search in 1/f 2.8 filtered noise and digital breast tomosynthesis phantoms.
Proceedings of the Medical Imaging 2020: Image Perception, 2020

Human observer templates for lesion discrimination tasks.
Proceedings of the Medical Imaging 2020: Image Perception, 2020

SSCR: Iterative Language-Based Image Editing via Self-Supervised Counterfactual Reasoning.
Proceedings of the 2020 Conference on Empirical Methods in Natural Language Processing, 2020

Counterfactual Vision-and-Language Navigation via Adversarial Path Sampler.
Proceedings of the Computer Vision - ECCV 2020, 2020

2019
Counterfactual Vision-and-Language Navigation via Adversarial Path Sampling.
CoRR, 2019

A foveated channelized Hotelling search model predicts dissociations in human performance in 2D and 3D images.
Proceedings of the Medical Imaging 2019: Image Perception, 2019

Template models for forced-localization tasks.
Proceedings of the Medical Imaging 2019: Image Perception, 2019

Towards Metamerism via Foveated Style Transfer.
Proceedings of the 7th International Conference on Learning Representations, 2019

Assessment of Faster R-CNN in Man-Machine Collaborative Search.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018
Interactions of lesion detectability and size across single-slice DBT and 3D DBT.
Proceedings of the Medical Imaging 2018: Image Perception, 2018

Evaluation of search strategies for microcalcifications and masses in 3D images.
Proceedings of the Medical Imaging 2018: Image Perception, 2018

Observer templates in 2D and 3D localization tasks.
Proceedings of the Medical Imaging 2018: Image Perception, 2018

2017
Object detection through search with a foveated visual system.
PLoS Comput. Biol., 2017

Attention Allocation Aid for Visual Search.
Proceedings of the 2017 CHI Conference on Human Factors in Computing Systems, 2017

2016
Can Peripheral Representations Improve Clutter Metrics on Complex Scenes?
Proceedings of the Advances in Neural Information Processing Systems 29: Annual Conference on Neural Information Processing Systems 2016, 2016

2015
Derivation of an Observer Model Adapted to Irregular Signals Based on Convolution Channels.
IEEE Trans. Medical Imaging, 2015

Eye tracking assisted extraction of attentionally important objects from videos.
Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2015

Scene Inversion Slows the Rejection of False Positives through Saccade Exploration During Search.
Proceedings of the 37th Annual Meeting of the Cognitive Science Society, 2015

2014
Single-Trial Classification of Event-Related Potentials in Rapid Serial Visual Presentation Tasks Using Supervised Spatial Filtering.
IEEE Trans. Neural Networks Learn. Syst., 2014

Isolating the Neural Mechanisms of Interference during Continuous Multisensory Dual-task Performance.
J. Cogn. Neurosci., 2014

Object Detection Through Exploration With A Foveated Visual Field.
CoRR, 2014

Single-trial classification of neural responses evoked in rapid serial visual presentation: Effects of stimulus onset asynchrony and stimulus repetition.
Proceedings of the 36th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2014

A framework for machine vision based on neuro-mimetic front end processing and clustering.
Proceedings of the 52nd Annual Allerton Conference on Communication, 2014

2013
Mixed Human-Robot Team Surveillance.
CoRR, 2013

From Where and How to What We See.
Proceedings of the IEEE International Conference on Computer Vision, 2013

2012
Neural decoding of collective wisdom with multi-brain computing.
NeuroImage, 2012

Modeling observer performance for optimizing medical image acquisition and processing.
Proceedings of the Human Vision and Electronic Imaging XVII, 2012

Multiclass classification of single-trial evoked EEG responses.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

Effects of performing two visual tasks on single-trial detection of event-related potentials.
Proceedings of the Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2012

A signal detection analysis of the effects of repeated context on visual search.
Proceedings of the 34th Annual Meeting of the Cognitive Science Society, 2012

2011
Impact of target probability on single-trial EEG target detection in a difficult rapid serial visual presentation task.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

Multimodal target detection using single trial evoked EEG responses in single and dual-tasks.
Proceedings of the 33rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2011

2010
Evolution and Optimality of Similar Neural Mechanisms for Perception and Action during Search.
PLoS Comput. Biol., 2010

Predicting variations of perceptual performance across individuals from neural activity using pattern classifiers.
NeuroImage, 2010

2006
The effect of nonlinear human visual system components on performance of a channelized Hotelling observer in structured backgrounds.
IEEE Trans. Medical Imaging, 2006

2004
Evaluation of JPEG 2000 encoder options: human and model observer detection of variable signals in X-ray coronary angiograms.
IEEE Trans. Medical Imaging, 2004

Automated optimization of JPEG 2000 encoder options based on model observer performance for detecting variable signals in X-ray coronary angiograms.
IEEE Trans. Medical Imaging, 2004

2002
Optimal shifted estimates of human-observer templates in two-alternative forced-choice experiments.
IEEE Trans. Medical Imaging, 2002

2001
Theory for Estimating Human-Observer Templates in Two-Alternative Forced-Choice Experiments.
Proceedings of the Information Processing in Medical Imaging, 2001

1999
Investigation of a band-pass filter using view-specific image sequences for edge enhancement in quantitative coronary angiography.
Proceedings of the Medical Imaging 1999: Image Processing, 1999

Development of an image/threshold database for designing and testing human vision models.
Proceedings of the Human Vision and Electronic Imaging IV, 1999

1997
Image discrimination models predict signal detection in natural medical image backgrounds.
Proceedings of the Human Vision and Electronic Imaging II, 1997

1996
Multiframe quantitative coronary arteriography.
Proceedings of the Medical Imaging 1996: Image Processing, 1996


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