
Prof. Dr.
Katja Fiehler
Speaker for Gießen
Justus-Liebig-Universität Gießen
FB 06 Psychologie und Sportwissenschaften
Otto-Behaghel-Straße 10
35394 Gießen
Short info
My research focuses on the interplay of perception and action. I’m interested in how different sensory information are used for space perception and goal-directed actions, comprising eye, hand, and body movements. I also investigate how humans predict the sensory outcome of their actions and how adapt their behavior to dynamically changing environments.
My long-term goal is to better understand how the human brain plans, controls, and adapts natural actions in complex environments. To this end, I combine psychophysics with motion tracking in real and virtual environments and apply EEG and fMRI to uncover the underlying neural processes.
Open Science
What matters for active texture recognition with vision-based tactile sensors.
arXiv preprint 2403, 13701.
Individual gaze shapes diverging representations in inferior temporal cortex.
Extrafoveal faces modulate the dynamics of scene viewing.
PsyArXiv Preprints
Individual differences in face salience and rapid face saccades.
Estimating the memory bottleneck for contact tracing.
An object numbering task reveals an underestimation of complexity for typically structured scenes.
PsyArXiv Preprints
Coherent categorical information triggers integration-related alpha dynamics.
bioRxiv, 2023-12.
Representational shifts from feedforward to feedback rhythms index phenomenological integration in naturalistic vision.
bioRxiv preprint 2024-09.
RECOWNs: Both mOTS-words and pOTS-words prefer emoji stimuli over text stimuli during a reading task.
bioRxiv
Simulating Active Inference of Interpersonal Context Within and Across Mental Disorders.
PsyArXiv Preprints
Distinct Biases Shape Perceptual Inference Dynamics Along the Autism-Psychosis Spectra.
Modelling Sensory Attenuation as Bayesian Causal Inference across two Datasets.
Convolutional neural network reveals frequency content of medio-lateral COM body sway to be highly predictive of Parkinson's disease.
medRxiv, 2023-05.
Longitudinal Changes in Value-based Learning in Middle Childhood: Distinct Contributions of Hippocampus and Striatum.
bioRxiv preprint
Longitudinal Changes in Value-based Learning in Middle Childhood: Distinct Contributions of Hippocampus and Striatum.
bioRxiv preprint
Individual differences in internal models explain idiosyncrasies in scene perception.
PsyArXiv Preprints
How do we imagine a speech? A triple network model for situationally simulated inner speech.
bioRxiv preprint ,2024-07.
Category-specific effects of high-level relations in visual search.
OSF preprint
Alpha-frequency feedback to early visual cortex orchestrates coherent natural vision.
bioRxiv preprint
Access to meaning from visual input: Object and word frequency effects in categorization behavior.
PsyArXiv Preprints
Human white matter myelination rate slows down at birth.
bioRxiv preprint
Boosting Unsupervised Semantic Segmentation with Principal Mask Proposals.
arXiv preprint2404.16818.
Spectral brain signatures of aesthetic natural perception in the alpha and beta frequency bands.
bioRxiv preprint
EEG decoding reveals neural predictions for naturalistic material behaviors.
bioRxiv preprint
A Dynamic Bayesian Actor Model explains Endpoint Variability in Homing Tasks.
bioRxiv
Better safe than sorry? - An active inference approach to biased inference on social contexts in depression.
PsyArXiv Preprints
Measuring Dysfunctional Interpersonal Beliefs: Validation of the Interpersonal Cognitive Distortions Scale among a German-speaking Sample.
PsyArXiv Preprints
Processing Unexpected Social Feedback in Depression: Differences in Feedback Acceptance and Immunizing Cognition.
PsyArXiv Preprints
Processing Unexpected Social Feedback in Depression: Differences in Feedback Acceptance and Immunizing Cognition.
PsyArXiv Preprints
Your place or mine? The neural dynamics of personally familiar scene recognition suggests category independent familiarity encoding.
bioRxiv preprint
Individual gaze predicts individual scene descriptions.
Quantitative comparison of a mobile, tablet-based and two stationary, video-based eye-trackers.
bioRxiv, 2023-06.
Temporal recalibration in response to delayed visual feedback of active versus passive actions: An fMRI study.
Attentional biases in free viewing of complex scenes in preschoolers and adults.
PsyArXiv Preprints
Hierarchical Residuals Exploit Brain-Inspired Compositionality.
arXiv preprint arXiv:2502.16003.
End-to-end topographic networks as models of cortical map formation and human visual behaviour: moving beyond convolutions.
arXiv preprint
Disentangling Age and Schooling Effects on Inhibitory Control Development: An fNIRS Investigation.
bioRxiv
A practical guide for combining functional regions of interest and white matter bundles.
Integrative processing in artificial and biological vision predicts the perceived beauty of natural images.
bioRxiv preprint
Co-speech gestures enhance lexical-semantic prediction: Naturalistic evidence from time-resolved regression ERPs.
PsyArXiv Preprints
TMS disruption of the lateral prefrontal cortex increases neural activity in the default mode network when naming facial expressions.
bioRxiv preprint
Facilitation of sensorimotor temporal recalibration mechanisms by cerebellar tDCS in patients with schizophrenia spectrum disorder and healthy subjects.
bioRxiv, 2023-09.
Predictive neural processing of self-generated hand and tool actions in patients with schizophrenia spectrum disorders and healthy individuals.
OSFPreprints
Imaginary scenes are represented in cortical alpha activity.
bioRxiv, 2023-10.
Decoding the contents of visual brain rhythms.
Researchgate preprint
Choice-and trial-history effects on causality perception in Schizophrenia Spectrum Disorder.
Enhanced and idiosyncratic neural representations of personally typical scenes.
bioRxiv preprint ,2024-07.
Sometimes I feel the fear of uncertainty stinging clear: How Intolerance of Uncertainty and Trait Anxiety impact fear acquisition, extinction and the return of fear.
PsyArXiv Preprints
The representational nature of spatio-temporal recurrent processing in visual object recognition.
bioRxiv preprint ,2024-07.
CIPER: Combining Invariant and Equivariant Representations Using Contrastive and Predictive Learning.
arXiv preprint
Cortical alpha rhythms interpolate occluded motion from natural scene context.
bioRxiv preprint, 2024-10.
Sum-Product-Attention Networks: Leveraging Self-Attention in Probabilistic Circuits.
arXiv preprint
Structural Causal Interpretation Theorem.
arXiv preprint
Articles
Oculomotor routines for perceptual judgments.
Journal of Vision, 24(5), 3-3.
Different contributions of efferent and reafferent feedback to sensorimotor temporal recalibration.
Scientific Reports, 11(1).
Distinct role of central predictive mechanisms in tactile suppression
iScience, 27 (8), 110582.
Time to Augment Contrastive Learning.
IEEE Int. Conf. on Learning Representations (ICLR).
Toddler-inspired embodied vision for learning object representations.
IEEE Int. Conf. on Development and Learning (ICDL).
Modeling Reward Learning Under Placebo Expectancies: A Q-Learning Approach.
In Proceedings of the Annual Meeting of the Cognitive Science Society.
Semantic Self-adaptation: Enhancing Generalization with a Single Sample. Transactions on Machine Learning Research (TMLR).
Scene semantics affects allocentric spatial coding for action in naturalistic (virtual) environments.
Scientific Reports, 14(1), 15549.
Scene semantics affects allocentric spatial coding for action in naturalistic (virtual) environments.
Scientific Reports, 14(1), 15549.
Electroencephalographic Responses to the Number of Objects in Partially Occluded and Uncovered Scenes.
Journal of cognitive neuroscience, 37(1), 227-238.
Using a flashlight-contingent window paradigm to investigate visual search and object memory in virtual reality and on computer screens.
Scientific Reports, 14(1), 8596.
Multifusion: Fusing pre-trained models for multi-lingual, multi-modal image generation.
Advances in Neural Information Processing Systems, 36.
Linking Signal Relevancy and Intensity in Predictive Tactile Suppression.
Frontiers in Human Neuroscience, 75.
Episodic Binding and Retrieval in Sequences of Discrete Movements – Evidence from Grasping Actions.
Journal of Cognition, 5(1), 41, 1-14.
Individual gaze shapes diverging neural representations.
Proceedings of the National Academy of Sciences, 121(36), e2405602121.
SEGA: Instructing text-to-image models using semantic guidance.
Advances in Neural Information Processing Systems, 36.
Illume: Rationalizing vision-language models through human interactions.
Sensorimotor prediction is used to direct gaze toward task-relevant locations in a goal-directed throwing task.
Journal of Neurophysiology, 132(2), 485-500.
Individual differences in looking at persons in scenes.
Journal of Vision, 22(12), 9-9.
Individual fixation tendencies in person viewing generalize from images to videos.
i-Perception, 13(6), 20416695221128844.
Individual differences in human gaze behavior generalize from faces to objects.
roceedings of the National Academy of Sciences, 121(12), e2322149121.
Individual differences in face salience and rapid face saccades.
Journal of Vision, 24(6), 16-16.
Estimating the human bottleneck for contact tracing.
PNAS nexus, 3(7).
Quick, eyes! Isolated upper face regions but not artificial features elicit rapid saccades.
Journal of Vision, 23(2), 5-5.
An object numbering task reveals an underestimation of complexity for typically structured scenes.
Psychonomic Bulletin & Review, 1-10.
Scale ambiguities in material recognition.
iScience, 25(3):103970.
Alpha-frequency feedback to early visual cortex orchestrates coherent naturalistic vision.
Science Advances, 9(45), eadi2321.
Coherent categorical information triggers integration-related alpha dynamics.
Journal of Neurophysiology.
Coding of interceptive saccades in parietal cortex of macaque monkeys.
Brain Structure and Function, 226(8), 2707-2723.
Action-dependent processing of self-motion in parietal cortex of macaque monkeys.
Journal of Neurophysiology, 125(6), 2432-2443.
Processing of Semantic Complexity and Cospeech Gestures in Schizophrenia: A Naturalistic, Multimodal fMRI Study.
Schizophrenia Bulletin Open, 3(1), sgac026.
The Salient360! toolbox: Handling gaze data in 3D made easy.
Computers & Graphics, 103890.
The first year in formal schooling improves working memory and academic abilities.
Developmental Cognitive Neuroscience, 60, 101205.
The first year in formal schooling improves working memory and academic abilities.
Developmental Cognitive Neuroscience, 60, 101205.
Atman: Understanding transformer predictions through memory efficient attention manipulation.
Advances in Neural Information Processing Systems, 36.
Parental perceived stress and its consequences on early social-emotional child development during COVID-19 pandemic.
Journal of Early Childhood Research, 1476718X221083423.
Behavioral signatures of face perception emerge in deep neural networks optimized for face recognition.
Proceedings of the National Academy of Sciences, 120(32), e222064212.
Spatial localization during open-loop smooth pursuit.
Frontiers in Neuroscience, 17, 1058340.
The visual representation of space in the primate brain.
Neuroforum, 28(4), 199-209.
A Bayesian model for chronic pain.
Frontiers in Pain Research, 152.
Visual perturbation of balance suggests impaired motor control but intact visuomotor processing in Parkinson’s disease.
Journal of Neurophysiology, 126(4), 1076-1089.
A comparison of force adaptation in toddlers and adults during a drawer opening task.
Scientific Reports, 15(1), 3699.
Feedback processing in cognitive and motor tasks: A meta‐analysis on the feedback‐related negativity.
Psychophysiology. e14439.
Spatial coding for action across spatial scales.
Nature Reviews Psychology, 1-13.
Deep neural models for color classification and color constancy.
Journal of vision, 22(4), 17-17.
Demand characteristics challenge effects in embodiment and presence.
Scientific Reports, 12, 14084.
Why we should rethink our approach to embodiment and presence.
Frontiers in Virtual Reality, 3, Article 838369.
A typology for exploring the mitigation of shortcut behaviour.
Nature Machine Intelligence, 5(3), 319-330.
Revision Transformers: Instructing Language Models to Change their Values. In
Proceedings of the 26th European Conference on Artificial Intelligence (ECAI).
Tactile suppression stems from specific sensorimotor predictions.
Proceedings of the National Academy of Sciences, 119(20), Article e2118445119.
The Relationship between Crawling and Emotion Discrimination in 9- to 10-Month-Old Infants.
Brain Sciences, 12(4), 479.
Individual differences link sensory processing and motor control.
Psychological Review.
Kinematically Constrained Human-like Bimanual Robot-to-Human Handovers.
Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 497-501.
Familiar objects benefit more from transsaccadic feature predictions.
Attention, Perception, & Psychophysics, 1-13.
Familiar objects benefit more from transsaccadic feature predictions.
Attention, Perception, & Psychophysics, 1-13.
Frequency-specific and periodic masking of peripheral characters by delayed foveal input.
In Scientific Reports 14(1), 4642.
Testing a relational account of search templates in visual foraging.
Scientific Reports, 13(1) ,12541
A human-centered safe robot reinforcement learning framework with interactive behaviors.
Frontiers in Neurorobotics, 17.
Human-like face pareidolia emerges in deep neural networks optimized for face and object recognition.
PLOS Computational Biology (21.1), e1012751.
Transition State Clustering for Interaction Segmentation and Learning.
Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 512-516.
THINGS-data, a multimodal collection of large-scale datasets for investigating object representations in human brain and behavior.
Elife, 12, e82580.
Auxiliary scene-context information provided by anchor objects guides attention and locomotion in natural search behavior.
Psychological science, 33(9), 1463–1476.
Study protocol TransTAM: Transdiagnostic research into emotional disorders and cognitive-behavioral therapy of the adaptive mind.
BMC psychiatry, 24(1), 657.
Fast axiomatic attribution for neural networks.
Advances in Neural Information Processing Systems, 34(2), 19513-19524.
Lack of evidence for predictive utility from resting state fMRI data for individual exposure-based cognitive behavioral therapy outcomes: A machine learning study in two large multi-site samples in anxiety disorders.
NeuroImage, 295, 120639.
Improving saliency models' predictions of the next fixation with humans' intrinsic cost of gaze shifts.
In Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision (pp. 2104-2114).
Characterizing dynamic neural representations of scene attractiveness.
Journal of Cognitive Neuroscience, 34(10), 1988-1997.
R Viewpoint dependence and scene context effects generalize to depth rotated three-dimensional objects.
Journal of Vision, 23 (10), 9.
CNNs Reveal the Computational Implausibility of the Expertise Hypothesis.
iScience, 105976.
Using artificial neural networks to ask ‘why’ questions of minds and brains.
Trends in Neurosciences, 46, 72-88.
Deep neural networks optimized for both face detection and face discrimination most accurately predict face-selective neurons in macaque inferior temporal cortex.
Conference of Cognitive Compuational Neuroscience.
The effect of self- vs. externally generated actions on timing, duration and amplitude of BOLD response for visual feedback processing.
Human Brain Mapping, in press.
Human navigation strategies and their errors result from dynamic interactions of spatial uncertainties.
Nature Communications, 15(1), 5677.
From Broken Models to Treatment Selection: Active Inference as a Tool to Guide Clinical Research and Practice.
Clinical Psychology in Europe, 4(2), 1-5.
An active inference approach to interpersonal differences in depression.
New Ideas in Psychology, 74, 101092.
Measuring dysfunctional interpersonal beliefs: validation of the Interpersonal Cognitive Distortions Scale among a heterogeneous German-speaking sample.
BMC psychiatry, 23(1), 702.
Social expectations in depression.
Nature Reviews Psychology, 1-15.
How to modify expectations of social rejection? An experimental study using a false-feedback paradigm.
Journal of Behavior Therapy and Experimental Psychiatry, 81, 101859.
Depressive symptoms and the processing of unexpected social feedback: Differences in surprise levels, feedback acceptance, and “immunizing” cognition.
Plos one, 19(8), e0307035.
Your place or mine? The neural dynamics of personally familiar scene recognition suggests category independent familiarity encoding.
Cerebral Cortex, 33:11634–11645.
The influence of familiarity on memory for faces and mask wearing.
Cognitive Research, 7(1).
The features underlying the memorability of objects.
Science Advances 9, eadd2981.
Comprehensive VR Dataset for Machine Learning: Head-and Eye-Centred Video and Positional Data.
Data in Brief, 111187.
Semantic object processing is modulated by prior scene context.
Language, Cognition and Neuroscience,1-10.
Moving and Static Faces, Bodies, Objects, and Scenes Are Differentially Represented across the Three Visual Pathways.
Journal of Cognitive Neuroscience, 1-13.
Temporal recalibration in response to delayed visual feedback of active versus passive actions: An fMRI study.
Task-Adapted Single-Finger Explorations of Complex Objects.
EuroHaptics
Exploring For Gloss: The Role of Active Exploration in Visual Material Perception.
bioRxiv, 2024-07.
Characteristic fixation biases in Super-Recognizers.
Journal of Vision, in press.
Free viewing biases for complex scenes in preschoolers and adults.
Sci Rep, 13, 11803.
Eye-Hand Coordination Develops from Active Multimodal Compression.
2023 IEEE International Conference on Development and Learning (ICDL) ,437-442.
Prioritizing Compression Explains Human Perceptual Preferences.
Intrinsically-Motivated and Open-Ended Learning Workshop@ NeurIPS2024.
Action-based predictions affect visual perception, neural processing, and pupil size, regardless of temporal predictability.
NeuroImage, 263, 119601.
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development in Humans and AIs.
IEEE Int. Conf. on Development and Learning (ICDL), accepted.
MIMo: A Multi-Modal Infant Model for Studying Cognitive Development.
IEEE Transactions on Cognitive and Developmental Systems.
Disentangling age and schooling effects on inhibitory control development: An fNIRS investigation.
Developmental Science: e13205. 205, 102117.
How visuomotor predictability and task demands affect tactile sensitivity on a moving limb during object interaction in a virtual environment.
Royal Society Open Science., 10(12), 231259.
Distracted by Previous Experience: Integrating Selection History, Current Task Demands and Saliency in an Algorithmic Model.
Computational Brain & Behavior, 1-18.
A model of selection history in visual attention.
In Proceedings of the Annual Meeting of the Cognitive Science Society 43(43), 707-713.
Sensorimotor processes are not a source of much noise: sensorimotor and decision components of reaction times.
In Proceedings of the Annual Meeting of the Cognitive Science Society.
Underestimation of the number of hidden objects.
Journal of Vision, 23(2):1, 1–20.
Early language dissociation in the bilingual mind: Sensor-level MEG evidence.
bioRxiv, 2023-03.
High-level aftereffects reveal the role of statistical features in visual shape encoding.
Current Biology.
Integrative processing in artificial and biological vision predicts the perceived beauty of natural images.
Science Advances, 10(9), eadi9294.
Behavioral pattern separation is associated with neural and electrodermal correlates of context-dependent fear conditioning.
Scientific Reports, 13(1), 5577.
Decontextualized fear memories? Stronger conditioned fear responses during extinction learning and extinction recall in a safe context predict the development of long-term analog intrusions.
Psychological Medicine, 1-10.
Modeling aberrant volatility estimates in Autism Spectrum Disorder.
In Proceedings of the Annual Meeting of the Cognitive Science Society.
Pre-movement event-related potentials and multivariate pattern of EEG encode action outcome prediction. Human Brain Mapping.
Perception of self-generated and externally-generated visual stimuli: Evidence from EEG and behavior.
Psychophysiology, e14295.
Concurrent contextual and time-distant mnemonic information co-exist as feedback in the human visual cortex.
NeuroImage, 265, 119778.
The role of co-speech gestures in retrieval and prediction during naturalistic multimodal narrative processing.
Language, Cognition and Neuroscience, 1-16.
Behavioural and functional evidence revealing the role of RBFOX1 variation in multiple psychiatric disorders and traits.
Molecular Psychiatry, 1–10.
A Model for Optic Flow Integration in Locust Central-Complex Neurons Tuned to Head Direction.
In Proceedings of the Annual Meeting of the Cognitive Science Society.
Language experience shapes predictive coding of rhythmic sound sequences.
eLife, 12.
MoVEInt: Mixture of Variational Experts for Learning Human-Robot Interactions from Demonstrations.
IEEE Robotics and Automation Letters.
Effects of visual and visual-haptic perception of material rigidity on reaching and grasping in the course of development.
Acta Psychologica, 221, November, 103457.
Recognition of emotional body language from dyadic and monadic point-light displays in 5-year-old children and adults.
Journal of Experimental Child Psychology, 235, 105713.
Identifying specular highlights: Insights from deep learning.
Journal of vision, 22(7), 6-6.
Saccade Amplitude Statistics are Explained by Cortical Magnification.
2023 IEEE International Conference on Development and Learning (ICDL) ,300-305.
Neural adaptation of cingulate and insular activity during delayed fear extinction: A replicable pattern across assessment sites and repeated measurements.
NeuroImage, 237, 118157.
Changes in Neural Processing After Multimodal Speech-Gesture Training in Patients With Schizophrenia.
OHBM conference. 237, 118157.
Multimodal speech-gesture training in patients with schizophrenia spectrum disorder: Effects on quality of life and neural processing.
Schizophrenia Research, 246, 112-125.
Color constancy mechanisms in virtual reality environments.
Journal of Vision, 24(5) ,6-6.
Influence of Tactile Flow on Visual Heading Perception.
Multisensory Research, 35(4), 291-308.
Neural correlates of visual and tactile path integration and their task related modulation.
Scientific Reports, 13 (1), 9913.
Visuo-tactile heading perception.
Journal of Neurophysiology, 128(5), 1355-1364.
Models of vision need some action.
Behavioral Brain Science, 46:e405.
Caregiver Talk Shapes Toddler Vision: A Computational Study of Dyadic Play.
2023 IEEE International Conference on Development and Learning (ICDL) ,67-72.
Material category of visual objects computed from specular image structure.
Nature Human Behaviour, 7(7) ,1151-1169.
Core dimensions of human material perception.
Proceedings of the National Academy of Sciences, 122(10), e2417202122.
Inferring shape transformations in a drawing task.
Memory & Cognition.
Neural signatures of actively controlled self-motion and the subjective encoding of distance.
Eneuro, 9(6).
Preattentive processing of visually guided self-motion in humans and monkeys.
Progress in Neurobiology, 205, 102117.
Facilitation of sensorimotor temporal recalibration mechanisms by cerebellar tDCS in patients with schizophrenia spectrum disorders and healthy individuals.
Scientific Reports, 14(1), 2627.
The impact of cerebellar transcranial direct current stimulation (tDCS) on sensorimotor and inter-sensory temporal recalibration.
Frontiers in Human Neuroscience, 16:998843.
Neural correlates of temporal recalibration to delayed auditory feedback of active and passive movements.
Human Brain Mapping.
Contrastive Learning Through Time.
In SVRHM 2021 Workshop@ NeurIPS.
Short- and long-delay consolidation of memory accessibility and precision across childhood and young adulthood.
Developmental psychology.
Neural correlates and reinstatement of recent and remote memory: A comparison between children and young adults.
bioRxiv
Distinct multivariate structural brain profiles are related to variations in short-and long-delay memory consolidation across children and young adults.
Developmental Cognitive Neuroscience, 59, 101192.
Distinct multivariate structural brain profiles are related to variations in short- and long-delay memory consolidation across children and young adults.
Developmental Cognitive Neuroscience, 59, 101192.
Safe latent diffusion: Mitigating inappropriate degeneration in diffusion models. In
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition(pp. 22522-22531).
Large pre-trained language models contain human-like biases of what is right and wrong to do.
Nature Machine Intelligence, 4(3), 258-268.
Eye tracking in virtual reality: Vive Pro Eye spatial accuracy, precision, and calibration reliability.
Journal of Eye Movement research, 15, 3.
Object Center of Mass Predicts Pointing Endpoints in Virtual Reality.
Frontiers in Virtual Reality, 5, 1402084.
Where was this thing again? Evaluating methods to indicate remembered object positions in virtual reality.
Journal of Vision, 24(7) 10-10.
vexptoolbox: A software toolbox for human behavior studies using the Vizard virtual reality platform.
Behavior Research Methods, 1-13.
Improving Causality Perception Judgments in Schizophrenia Spectrum Disorder via Transcranial Direct Current Stimulation.
Journal of Psychiatry & Neuroscience, 48(4), 245–254.
Reinforcement learning with non-exponential discounting.
Neural Information Processing Systems.
Inverse optimal control adapted to the noise characteristics of the human sensorimotor system.
Advances in Neural Information Processing Systems, 34, 9429-9442.
Locomotion training contributes to 6-month-old infants' mental rotation ability.
Human Movement Science, Volume 85, October 2022, 102979.
Memory representation of aversive social experiences in Social Anxiety Disorder.
Journal of Anxiety Disorders, 102669.
Emotional Changes during Imagery Rescripting of Aversive Social Memories in Social Anxiety Disorder: A Randomized Controlled Trial.
Psychotherapy and Psychosomatics, 1-7.
α ILP: thinking visual scenes as differentiable logic programs.
Machine Learning, 112(5), 1465-1497.
Scalable Neural-Probabilistic Answer Set Programming.
Journal of Artificial Intelligence Research (JAIR) 78:579–617.
Balancing on the Edge: Review and Computational Framework on the Dynamics of Fear of Falling and Fear of Heights in Postural Control.
Proceedings of the Annual Meeting of the Cognitive Science Society (46).
Metta-based therapy for chronic depression: A wait list control trial.
Mindfulness, 12, 2929-2942.
Representations of imaginary scenes and their properties in cortical alpha activity.
Scientific Reports, 14(1), 12796.
A simple optical flow model explains why certain object viewpoints are special.
bioRxiv,2023-10.
The eyes anticipate where an object will move based on its shape.
Current Biology, 33(17), R894-R895.
The eyes anticipate where an object will move based on its shape.
Current Biology, 33(17), R894-R895.
Mental object rotation based on two-dimensional visual representations.
Current Biology 32, R1201–R1225.
THINGSplus: New norms and metadata for the THINGS database of 1,854 object concepts and 26,107 natural object images.
Behavior Research Methods, 1-21.
Unsupervised learning predicts human perception and misperception of gloss.
Nature Human Behaviour, 1-16.
Putting perception into action with inverse optimal control for continuous psychophysics.
Elife 11,e76635.
Probabilistic inverse optimal control for non-linear partially observable systems disentangles perceptual uncertainty and behavioral costs.
Advances in Neural Information Processing Systems, 36.
Speech-gesture mismatch detection in individuals with high vs. low schizotypal traits.
International Consortium on Schizotypy Research, ICSR 2022.
Subdimensions of social‐communication behavior in autism—A replication study.
JCPP Advances, e12077.
Visual Perturbation Suggests Increased Effort to Maintain Balance in Early Stages of Parkinson’s to be an Effect of Age Rather Than Disease.
Front. Hum. Neurosci. 16:762380.
Distinguishing mirror from glass: A “big data” approach to material perception.
Journal of vision, 22(4), 4-4.
People use Newtonian physics in intuitive sensorimotor decisions under risk. In
Proceedings of the Annual Meeting of the Cognitive Science Society (Vol. 45, No. 45).
RECOWNs: Probabilistic Circuits for Trustworthy Time Series Forecasting.
Proceedings of the 4th Workshop on Tractable Probabilistic Modeling (TPM 2021).
Modelling dataset bias in machine-learned theories of economic decision-making.
Nature Human Behaviour, 1-13.
One-shot generalization in humans revealed through a drawing task.
eLife, 11.
Superordinate Categorization Based on the Perceptual Organization of Parts.
Brain Sciences, 12, 667.
Bayesian Classifier Fusion with an Explicit Model of Correlation.
In International Conference on Artificial Intelligence and Statistics (pp. 2282-2310). PMLR.
Hierarchical organization of objects in scenes is reflected in mental representations of objects.
Scientific Reports, 12(1), 20068.
Generative Clausal Networks: Relational Decision Trees as Probabilistic Circuits.
Proceedings of the 30th International Conference on Inductive Logic Programming (ILP).
The role of grasping demands on tactile suppression.
Human Movement Science, 83, 102957.
Pupil dilation scales with movement distance of real but not of imagined reaching movements.
Journal of Neurophysiology.
Interaction of dynamic error signals in saccade adaptation.
Journal of Neurophysiology, 129, 717-723.
Individual differences in internal models explain idiosyncrasies in scene perception.
Cognition, 245, 105723.
What makes a scene? Fast scene categorization as a function of global scene information at different resolutions.
Journal of Experimental Psychology: Human Perception and Performance, 48(8), 871.
Disentangling diagnostic object properties for human scene categorization.
Sci Rep 13, 5912.
Sometimes I feel the fear of uncertainty stinging clear: How Intolerance of Uncertainty and Trait Anxiety impact fear acquisition, extinction and the return of fear.
Efficient inverse graphics with a differentiable generative model explains robustness of perception to unusual viewing angles.
Conference of Cognitive Compuational Neuroscience.
Characteristic Circuits.
Advances in Neural Information Processing Systems, 36.
Whittle networks: A deep likelihood model for time series.
International Conference on Machine Learning (PMLR), 12177-12186.
Leveraging Probabilistic Circuits for Nonparametric Multi-Output Regression.
Proceedings of the 37th Conference on Uncertainty in Artificial Intelligence (UAI 2021).
Weathering the storm of emotions: Immediate and lasting effects of reinterpretation and distancing on event-related potentials and their association with habitual use of cognitive reappraisal.
Cognitive, Affective, and Behavioral Neuroscience, 1-16.