19 citations · 147 across the 38 of their papers we have counts for
7 papers · 1 filter
COMPASS 2.0: psychometric representational similarity analysis distinguishes symptom structure from personal signal
Baihan Lin
Language models can score psychiatric questionnaires from speech, but agreement with self-report may reflect the questionnaire rather than the person. We introduce psychometric rep…
Perceptual Reality Transformer: What Must an Illustration Preserve?
Baihan Lin
How can models help people communicate unusual perceptual experiences without changing what they mean? A recognizable image is only part of the answer: accounts also express vividn…
Topological Representational Similarity Analysis in Brains and Beyond
Baihan Lin
Understanding how the brain represents and processes information is crucial for advancing neuroscience and artificial intelligence. Representational similarity analysis (RSA) has b…
The Topology and Geometry of Neural Representations
Baihan Lin, Nikolaus Kriegeskorte
A central question for neuroscience is how to characterize brain representations of perceptual and cognitive content. An ideal characterization should distinguish different functio…
Computational Inference in Cognitive Science: Operational, Societal and Ethical Considerations
Baihan Lin
Emerging research frontiers and computational advances have gradually transformed cognitive science into a multidisciplinary and data-driven field. As a result, there is a prolifer…
Deep Annotation of Therapeutic Working Alliance in Psychotherapy
Baihan Lin, Guillermo Cecchi, Djallel Bouneffouf
The therapeutic working alliance is an important predictor of the outcome of the psychotherapy treatment. In practice, the working alliance is estimated from a set of scoring quest…
Visualizing Representational Dynamics with Multidimensional Scaling Alignment
Baihan Lin, Marieke Mur, Tim Kietzmann +1
Representational similarity analysis (RSA) has been shown to be an effective framework to characterize brain-activity profiles and deep neural network activations as representation…