Simple shape feature computation across modalities: convergence and divergence between the ventral and dorsal visual…
Cerebral Cortex, 2023. [All Versions]. [Preprints]. Shape processing, whether by seeing or touching, is pivotal to object recognition and manipulation. Although the low-level signals are initially processed by different modality-specific neural circuits, multimodal responses to…
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Connecting Touch and Vision via Cross-Modal Prediction ieeexplore.ieee.org
CVPR'19, 2019. [All Versions]. [Project]. Humans perceive the world using multi-modal sensory inputs such as vision, audition, and touch. This work investigates the cross-modal connection between vision and touch. The main challenge in this cross-domain modeling task lies in…
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CONCH github.com
Vision-language foundation model for computational pathology trained with contrastive captioning on pathology image–text pairs.
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Modeling rules and similarity in colexification escholarship.org
CogSci'21, 2021. [All Versions]. Rule- and similarity-based generalization in colexification.
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Why concepts are (probably) vectors cell.com
Trends in Cognitive Sciences, 2024. [All Versions]. For decades, cognitive scientists have debated what kind of representation might characterize human concepts. Whatever the format of the representation, it must allow for the computation of varied properties, including…
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Disentangling contributions of visual information and interaction history in the formation of graphical conventions cogsci.mindmodeling.org
CogSci'19, 2019. [All Versions].
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Object Perception as Bayesian Inference annualreviews.org
Annual Review of Psychology, 2004. [All Versions]. [Preprint]. We perceive the shapes and material properties of objects quickly and reliably despite the complexity and objective ambiguities of natural images. Typical images are highly complex because they consist of many…
AGI & CoCoSci › Papers > Concepts > Human Concept Representation: “Cerebral Cortex, 2023. [All Versions]. [Preprints]. Shape processing, whether by seeing or touching, is pivotal to object recognition and manipulation. Although the low-level signals are initially processed by different modality-specific neural circuits, multimodal responses to…”