2021
Learning Oculomotor Behaviors from Scanpath
Li B, Nuechterlein N, Barney E, Foster C, Kim M, Mahony M, Atyabi A, Feng L, Wang Q, Ventola P, Shapiro L, Shic F. Learning Oculomotor Behaviors from Scanpath. 2021, 407-415. DOI: 10.1145/3462244.3479923.Peer-Reviewed Original ResearchEye-tracking applicationsOculomotor behaviorAutism spectrum disorderEye-tracking dataPre-trained modelsLarge model sizeSemi-supervised tasksContrastive learning taskSpectrum disorderLearning taskClassification taskBaseline approachesDownstream tasksPredictive codingFixation identificationRich representationTraining datasetModel sizeVariety of applicationsTaskScanpathsFramework modelAblation experimentsNovel methodBetter results
2019
Complexity Can Facilitate Visual and Auditory Perception
Ellis CT, Turk-Browne NB. Complexity Can Facilitate Visual and Auditory Perception. Journal Of Experimental Psychology Human Perception & Performance 2019, 45: 1271-1284. PMID: 31318229, PMCID: PMC6706302, DOI: 10.1037/xhp0000670.Peer-Reviewed Original ResearchConceptsPerceptual sensitivityEnhanced long-term memoryLong-term memoryMore distinctive representationsEffects of complexityAuditory perceptionMemory capacityPerceptual changesAuditory inputMemory demandsExperiment 5Experiment 3Experiment 4Experiment 1Experiment 2Informational loadMovie clipsDistinctive representationDrawing attentionImpact perceptionsRich representationSuch sensitivityPerceptionClipsChange detection
2016
Incremental implicit learning of bundles of statistical patterns
Qian T, Jaeger TF, Aslin RN. Incremental implicit learning of bundles of statistical patterns. Cognition 2016, 157: 156-173. PMID: 27639552, PMCID: PMC5181648, DOI: 10.1016/j.cognition.2016.09.002.Peer-Reviewed Original Research
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