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
A fast and child-friendly localizer for the identification of ITG-math based on its preference for mathematical processing.
bioRxiv preprint: 2025-08.
Saccade onset, not fixation onset, best explains early responses across the human visual cortex during naturalistic vision.
bioRxiv preprint<:/em> 2024-10.
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
How to Train your Text-to-Image Model: Evaluating Design Choices for Synthetic Training Captions.
arXiv preprint, 2506.16679.
Individual differences in face salience and rapid face saccades.
Estimating the memory bottleneck for contact tracing.
Where is the truth? the risk of getting confounded in a continual world.
arXiv preprint arXiv: 2402.06434.
An object numbering task reveals an underestimation of complexity for typically structured scenes.
PsyArXiv Preprints
Happiness promotes global processing in haptic perception.
bioRxiv, 2024-07.
Investigating Active Sampling for Hardness Classification with Vision-Based Tactile Sensors.
arXiv preprint arXiv:2505.13231.
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
T-FREE: Subword tokenizer-free generative LLMs via sparse representations for memory-efficient embeddings.
arXiv preprint arXiv: 2406.19223.
Deep Reinforcement Learning Agents are not even close to Human Intelligence.
arXiv preprint arXiv:2505.21731.
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
Material Fingerprinting: Identifying and Predicting Perceptual Attributes of Material Appearance.
arXiv preprint arXiv: 2410.13615.
Individual differences in internal models explain idiosyncrasies in scene perception.
PsyArXiv Preprints
Llms lost in translation: M-alert uncovers cross-linguistic safety gaps.
ICLR 2025 Workshop on Building Trust in Language Models and Applications.
Beyond Overcorrection: Evaluating Diversity in T2I Models with DIVBENCH.
arXiv preprint: 2507.03015.
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.
SCAR: Sparse conditioned autoencoders for concept detection and steering in LLMs.
arXiv preprint arXiv: 2411.07122.
Measuring and Guiding Monosemanticity.
arXiv preprint, 2506.19382.
Llavaguard: An open vlm-based framework for safeguarding vision datasets and models.
arXiv preprint arXiv: 2406.05113.
Learning force distribution estimation for the gelsight mini optical tactile sensor based on finite element analysis.
arXiv preprint arXiv: 2411.03315.
Beyond Accuracy: What Matters in Designing Well-Behaved Models?.
arXiv preprint arXiv: 2503.17110
The Role of Domain Randomization in Training Diffusion Policies for Whole-Body Humanoid Control.
arXiv preprint arXiv: 2411.01349.
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
More than meets the eye: Neural evidence for scene grammar representations during individual object processing.
PsyArxiv, 10.
BOWL: A Deceptively Simple Open World Learner.
arXiv preprint arXiv: 2402.04814.
Feedback of peripheral saccade targets to early foveal cortex.
eLife, 14.
A high-throughput approach for the efficient prediction of perceived similarity of natural objects.
bioRxiv preprint: 2024-06.
A Dynamic Bayesian Actor Model explains Endpoint Variability in Homing Tasks.
bioRxiv
Re-engineering the disordered mind: Clinical experimentation, dynamical systems, and AI for personalized psychiatry.
Neuropsychopharmacology
Characterizing Surround Suppression with Dynamic Natural Scenes.
bioRxiv preprint: 2025-08.
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.
United We Pretrain, Divided We Fail! Representation Learning for Time Series by Pretraining on 75 Datasets at Once.
arXiv preprint arXiv: 2402.15404.
Right on time: Revising time series models by constraining their explanations.
arXiv preprint:2402.12921
Temporal recalibration in response to delayed visual feedback of active versus passive actions: An fMRI study.
Determinants of visual ambiguity resolution.
bioRxiv preprint: 2025-05.
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
Ideal Observer for Segmentation of Dead Leaves Images.
arXiv preprint: 2512.05539.
Perceiving Material Qualities from Moving Contours.
bioRxiv, 2025-07.
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.
Mujoco mpc for humanoid control: Evaluation on humanoidbench.
arXiv preprint arXiv: 2408.00342.
Human gloss perception reproduced by tiny neural networks.
bioRxiv preprint: 2025-05.
Integrative processing in artificial and biological vision predicts the perceived beauty of natural images.
bioRxiv preprint
Dynamic neural representations of scene beauty are relatively unaffected by stimulus timing and task.
bioRxiv, 2025-04.
TacEx: GelSight Tactile Simulation in Isaac Sim--Combining Soft-Body and Visuotactile Simulators.
arXiv preprint arXiv: 2411.04776.
In-Hand Object Pose Estimation via Visual-Tactile Fusion.
arXiv preprint arXiv:2506.10787.
Voluntary action sharpens sensory prediction and facilitates neural processing of contingent sensory stimuli.
bioRxiv preprint: 2024-12.
Co-speech gestures enhance lexical-semantic prediction: Naturalistic evidence from time-resolved regression ERPs.
PsyArXiv Preprints
Learning tactile insertion in the real world.
arXiv preprint arXiv:. 2405.00383.
Scaling CrossQ with Weight Normalization.
arXiv preprint arXiv: 2506.03758.
TMS disruption of the lateral prefrontal cortex increases neural activity in the default mode network when naming facial expressions.
bioRxiv preprint
$\chi $ SPN: Characteristic Interventional Sum-Product Networks for Causal Inference in Hybrid Domains.
arXiv preprint arXiv: 2408.07545.
Human Gaze Boosts Object-Centered Representation Learning.
arXiv preprint arXiv: 2501.02966.
Facilitation of sensorimotor temporal recalibration mechanisms by cerebellar tDCS in patients with schizophrenia spectrum disorder and healthy subjects.
bioRxiv, 2023-09.
Altered neural processing in middle frontal gyrus and cerebellum during temporal recalibration of action-outcome predictions in schizophrenia spectrum disorders.
Schizophrenia.
Predictive neural processing of self-generated hand and tool actions in patients with schizophrenia spectrum disorders and healthy individuals.
OSFPreprints
Keeping your eye, head, and hand on the ball: Rapidly orchestrated visuomotor behavior in a continuous action task.
bioRxiv preprint 2024-12.
EmoNet-Face: An expert-annotated benchmark for synthetic emotion recognition.
arXiv preprint arXiv: 2505.20033.
Learning by self-explaining.
arXiv preprint arXiv:2309.08395.
Imaginary scenes are represented in cortical alpha activity.
bioRxiv, 2023-10.
Decoding the contents of visual brain rhythms.
Researchgate preprint
Navigating shortcuts, spurious correlations, and confounders: From origins via detection to mitigation.
arXiv preprint arXiv:2412.05152.
Learning to intervene on concept bottlenecks.
arXiv preprint arXiv:2308.13453.
Object Centric Concept Bottlenecks.
arXiv preprint: 2505.24492.
Inverse decision-making using neural amortized Bayesian actors.
arXiv preprint arXiv: 2409.03710.
Choice-and trial-history effects on causality perception in Schizophrenia Spectrum Disorder.
Dynamic representation of multidimensional object properties in the human brain.
bioRxiv preprint: 2023-09.
Multidimensional feature tuning in category-selective areas of human visual cortex.
bioRxiv, 2025-06.
Enhanced and idiosyncratic neural representations of personally typical scenes.
bioRxiv preprint ,2024-07.
Reinforcement Learning for Robust Athletic Intelligence: Lessons from the 2nd'AI Olympics with RealAIGym'Competition.
arXiv preprint arXiv: 2503.15290.
Fodor and Pylyshyn's Legacy-Still No Human-like Systematic Compositionality in Neural Networks.
arXiv preprint arXiv:2506.01820
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
Bongard in Wonderland: Visual Puzzles that Still Make AI Go Mad?.
arXiv preprint arXiv: 2410.19546.
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
Learning from Less: Guiding Deep Reinforcement Learning with Differentiable Symbolic Planning.
arXiv preprint arXiv: 2505.11661.
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
Cortical and white matter T1w/T2w development proceed in concert during early infancy.
bioRxiv preprint: 2025-07.
Activation Subspaces for Out-of-Distribution Detection.
arXiv preprint arXiv: 2508.21695.
Articles
Oculomotor routines for perceptual judgments.
Journal of Vision, 24(5), 3-3.
The Persian Tolerance of Uncontrollability Questionnaire and its Correlates: Reliability, Validity, and Measurement Invariance Across Gender.
Journal of Rational-Emotive & Cognitive-Behavior Therapy, 42(3), 1-19.
Pharmacological strategies for treating social anxiety disorder in adults: a Systematic review of studies published since 2015.
Expert Review of Neurotherapeutics, 1-12.
Positive sexuality, relationship satisfaction, and health: a network analysis.
Frontiers in Psychology, 15, 1420148.
Videobasierte Online-Metta-Meditations-Therapie bei Depression: Eine Pilotstudie zur Bewertung von Akzeptanz und Machbarkeit.
Verhaltenstherapie, 34(1), 32-43.
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.
When two hearts beat as one: Heart-rate synchrony in social anxiety disorder.
Behaviour Research and Therapy, 141, 103859.
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).
Self-supervised visual learning from interactions with objects.
European Conference on Computer Vision, 54-71.
Perceived 3D shape of mirror-like objects: interactions of monocular and binocular cues.
Journal of Vision, 25(9), 2483-2483.
(2024). Orientation fields predict perception of 3D shape from shading.
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.
Eye movements do not preferentially test inferences in the blind spot.
Scientific Reports, 15, 43589.
Confidence in auditory perceptual completion.
Neuroscience of Consciousness, 2025(1), niaf018.
Low confidence for perceptual completion of partially occluded objects.
Journal of Vision, 26(1), 4, 1–14.
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.
Mechanisms of change in exposure therapy for anxiety and related disorders: a research agenda.
Clinical Psychological Science, 13(4), 687-719.
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.
Research on translational psychological treatment: A comprehensive bibliometric analysis.
Clinical Psychology: Science and Practice.
Revealing Key Dimensions Underlying the Recognition of Dynamic Human Actions.
Communications Psychology, 3(1), 149.
What matters for active texture recognition with vision-based tactile sensors.
2024 IEEE International Conference on Robotics and Automation (ICRA), 15099-15105.
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.
Predicted task success and outcome history mediate eye movements toward locations with high informational or motivational value.
Journal of Neurophysiology, 134(2), 568-579.
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.
Predicting treatment response to cognitive behavior therapy in social anxiety disorder on the basis of demographics, psychiatric history, and scales: A machine learning approach.
PloS one, 20(3), e0313351.
An object numbering task reveals an underestimation of complexity for typically structured scenes.
Psychonomic Bulletin & Review, 1-10.
Coding of egocentric distance in the macaque ventral intraparietal area.
iScience, 28(3).
Gloss discrimination: Toward an image-based perceptual model.
Journal of Vision, 25(10), 6.
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.
Representational shifts from feedforward to feedback rhythms index phenomenological integration in naturalistic vision.
Communications Biology, 8(1), 576.
Temporal Dynamics in the Early Stages of Mindfulness Intervention for Emotional Distress: A Network Analysis.
Mindfulness, 1-13.
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.
Process-based therapy: A common ground for understanding and utilizing therapeutic practices.
Journal of Psychotherapy Integration, 34(3), 265-290.
Processing of Semantic Complexity and Cospeech Gestures in Schizophrenia: A Naturalistic, Multimodal fMRI Study.
Schizophrenia Bulletin Open, 3(1), sgac026.
Metacognition as a window into subjective affective experience.
Psychiatry and Clinical Neurosciences, 78(8), 430-437.
SPHEER: a rich dataset of time-resolved gaze and head movements in virtual reality.
Journal of Vision, 24(10), 906-906.
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.
Advancements in Cognitive Behavioral Therapy.
Psychiatric Clinics, 47(2), xiii-xv.
Human shape perception spontaneously discovers the biological origin of novel, but natural, stimuli.
Journal of the Royal Society Interface, 22(226), 20240931.
Implementing precision methods in personalizing psychological therapies: Barriers and possible ways forward.
Behaviour research and therapy, 172, 104443.
Atman: Understanding transformer predictions through memory efficient attention manipulation.
Advances in Neural Information Processing Systems, 36.
Changes in mindfulness facets across yoga, CBT and stress education in individuals with generalized anxiety disorder.
Journal of Mood & Anxiety Disorders, 6, 100058.
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.
The definition of treatment resistance in anxiety disorders: a Delphi method‐based consensus guideline.
World Psychiatry, 23(1), 113-123.
Artificial intelligence in science and society: The vision of USERN.
IEEe Access.
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.
Cognitive control under active inference: from habits to metacognition. Comment on "Active inference and cognitive control: Balancing deliberation and habits through precision optimization" by Riccardo Proietti, Thomas Parr, Allessia Tessari, Karl Friston & Giovanni Pezzulo.
Physics of life reviews, 55, 92-94.
Modelling sensory attenuation as Bayesian causal inference across two datasets.
PloS one, 20(1), e0317924.
A Bayesian model for chronic pain.
Frontiers in Pain Research, 152.
Mnemonic but not contextual feedback signals defy dedifferentiation in the aging early visual cortex.
Journal of neuroscience, 44(16).
From visual features of moving objects to subjective impressions of causality. Journal of Vision, 24(10), 823-823.
Proceedings of the 4th Workshop on Tractable Probabilistic Modeling (TPM 2021).
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model.
Proc of the IEEE/RSJ International Conference on Intelligent Robots and Systems.
Boosting Omnidirectional Stereo Matching with a Pre-trained Depth Foundation Model.
IEEE/RSJ International Conference on Intelligent Robots and Systems (IROS).
Sway frequencies may predict postural instability in Parkinson’s disease: a novel convolutional neural network approach.
Journal of NeuroEngineering and Rehabilitation, 22(1), 29.
Visual perturbation of balance suggests impaired motor control but intact visuomotor processing in Parkinson’s disease.
Journal of Neurophysiology, 126(4), 1076-1089.
Characterizing internal models of the visual environment.
Proceedings B, 292(2053), 20250602.
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.
Therapeutic relationship in group cognitive behavior therapy, yoga, and stress education for generalized anxiety disorder.
Journal of psychotherapy integration.
Spatial coding for action across spatial scales.
Nature Reviews Psychology, 1-13.
Material fingerprinting: predicting human perception of material appearance through psychophysical analysis and neural networks.
Royal Society Open Science, 12(11).
Perceptual dimensions of wood materials.
Journal of Vision, 24(5), 12.
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.
Multilingual text-to-image generation magnifies gender stereotypes.
Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics, 19656-19679.
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.
Spatio-chromatic cues in shape and material perception.
Journal of Vision, 25(9), 2088-2088.
Motion-Refined DINOSAUR for Unsupervised Multi-Object Discovery.
IEEE International Conference on Computer Vision (ICCV) Workshops.
A process-based competence evaluation for evidence-based dissemination (PROCEED): a study protocol.
BMC psychology, 13(1), 912.
Category-specific effects of high-level relations in visual search.
Journal of Experimental Psychology: Human Perception and Performance.
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.
Roscom: Robust safe reinforcement learning on stochastic constraint manifolds.
IEEE Transactions on Automation Science and Engineering
Predicting Perceived Gloss: Do Weak Labels Suffice?.
Computer Graphics Forum (43)2, e15037.
Human-like face pareidolia emerges in deep neural networks optimized for face and object recognition.
PLOS Computational Biology (21.1), e1012751.
RSaccade, pupil, and blink abnormalities in prodromal and manifest alpha-synucleinopathies.
Journal of Parkinson’s Disease, 15(2), 300-310.
Scene-Centric Unsupervised Panoptic Segmentation.
Proceedings of the Computer Vision and Pattern Recognition Conference, 24485-24495.
Transition State Clustering for Interaction Segmentation and Learning.
Companion of the 2024 ACM/IEEE International Conference on Human-Robot Interaction, 512-516.
The role of experiential avoidance in the early stages of an online mindfulness-based intervention: Two mediation studies.
Psychotherapy Research, 34(6), 36-747.
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.
Incidental Encoding of Objects during Search Is Stronger Than Intentional Memorization due to Increased Recollection Rather Than Familiarity.
Journal of Cognitive Neuroscience, 1-20.
Study protocol TransTAM: Transdiagnostic research into emotional disorders and cognitive-behavioral therapy of the adaptive mind.
BMC psychiatry, 24(1), 657.
Novel approaches toward studying change: implications for understanding and treating psychopathology.
Psychiatric Clinics, 47(2), 287-300.
Disentangling Polysemantic Channels in Convolutional Neural Networks.
Proceedings of the Computer Vision and Pattern Recognition Conference, 4799-4803.
Fast axiomatic attribution for neural networks.
Advances in Neural Information Processing Systems, 34(2), 19513-19524.
Funnybirds: A synthetic vision dataset for a part-based analysis of explainable ai methods.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 3981-3991.
Benchmarking the attribution quality of vision models.
Advances in Neural Information Processing Systems, 37, 97928-97947.
Content-adaptive downsampling in convolutional neural networks.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 4544-4553.
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.
Targeting perfectionism in social anxiety with social mishap exposures.
Clinical Psychology: Science and Practice, 31(3), 344–347.
A network control theory of dynamic systems approach to personalize therapy.
Behavior Therapy, 56(1), 199-212.
Process-Based Therapy as a Novel Treatment Approach and Framework for Classifying Psychopathology.
Clinical Psychology in Europe, 6(1), e13727.
The risks versus the benefits of pharmacological intervention in social anxiety disorder in children.
Expert Review of Neurotherapeutics, 25(3), 299-310.
Transcranial direct current stimulation alleviates the negative impact of immediate and chronic social exclusion on intertemporal decision-making.
Social Cognitive and Affective Neuroscience, 20(1), nsaf065.
The Human Connectome Project of adolescent anxiety and depression dataset.
Scientific Data, 11(1), 837.
Effect of cognitive behavioural therapy and yoga for generalised anxiety disorder on sleep quality in a randomised controlled trial: the role of worry, mindfulness, and perceived stress as mediators.
Journal of sleep research, 33(1), e13992.
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion.
Proc. of the Twentieth IEEE International Conference on Computer Vision.
Feed-Forward SceneDINO for Unsupervised Semantic Scene Completion.
IEEE International Conference on Computer Vision (ICCV)
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.
Time-resolved brain activation patterns reveal hierarchical representations of scene grammar when viewing isolated objects.
Journal of Vision, 24(10), 655-655.
Anchor objects drive realism while diagnostic objects drive categorization in GAN generated scenes.
Communications Psychology, 2(1), 68.
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.
Impact of homework engagement on treatment response to group cognitive-behavioral therapy, yoga, and stress education for generalized anxiety disorder.
Cognitive behaviour therapy, 1-12.
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.
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