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Lukas Vogelsang

@lukasvogelsang.bsky.social
172 followers 251 following 18 posts

Postdoc in Pawan Sinha's Lab at MIT. Experimental and computational approaches to vision, time, and development.

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Lukas Vogelsang @lukasvogelsang.bsky.social · 11/05/2026
1/ Excited to be at #VSS2026 soon! Come to my #VSS talk (Sun, 3pm) and #MODVIS talk (Thu, 9:30am) to hear about Gestalt grouping in children treated for blindness late in life, and developmentally inspired deep networks!
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Reposted by Lukas Vogelsang
Vlad Ayzenberg @vayzenb.bsky.social · 28/01/2026
This paper was an awesome collaborative effort of a @fitngin.bsky.social working group. It provides a detailed review of how DNNs can be used to support dev neuro research @lauriebayet.bsky.social and I wrote the network modeling section about how DNNs can be used to test developmental theories 🧵
sciencedirect.com
Deep learning in fetal, infant, and toddler neuroimaging research
Artificial intelligence (AI) is increasingly being integrated into everyday tasks and work environments. However, its adoption in medical image analys…
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Reposted by Lukas Vogelsang
Cliona O'Doherty @clionaod.bsky.social · 02/02/2026
1/7 Can infants recognise the world around them? 👶🧠 As part of the FOUNDCOG project, we scanned 134 awake infants using fMRI. Published today in Nature Neuroscience, our research reveals 2-month-old infants already possess complex visual representations in VVC that align with DNNs.
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Reposted by Lukas Vogelsang
Rhodri Cusack @rhodricusack.bsky.social · 02/07/2025
Thanks to fellow defenders @clionaod.bsky.social, Marc'Aurelio Ranzato, and @charvetcj.bsky.social Defending the foundation model view of infant development www.sciencedirect.com/science/arti...
sciencedirect.com
Defending the foundation model view of infant development
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Reposted by Lukas Vogelsang
Vlad Ayzenberg @vayzenb.bsky.social · 02/07/2025
My paper with @stellalourenco.bsky.social ‬is now out in Science Advances! We found that children have robust object recognition abilities that surpass many ANNs. Models only outperformed kids when their training far exceeded what a child could experience in their lifetime doi.org/10.1126/scia...
doi.org
Fast and robust visual object recognition in young children
The visual recognition abilities of preschool children rival those of state-of-the-art artificial intelligence models.
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Lukas Vogelsang @lukasvogelsang.bsky.social · 05/10/2025
Excited to share our new review in #AnnualReviews Psychology on the role of time in perceptual organization! doi.org/10.1146/annu...
doi.org
The Temporal Scaffolding of Sensory Organization
How a developing nervous system discovers meaning in complex sensory inputs has typically been examined separately for each sensory modality. Even as studies have uncovered modality-specific strategie...
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Lukas Vogelsang @lukasvogelsang.bsky.social · 10/08/2025
Looking forward to #CCN2025! Please come say hi! On Monday, as part of the ‘From Child to Machine Learning’ Satellite sites.google.com/view/child2m... (3-6pm), I look forward to give a talk about our past work probing the hypothesis that visual degradations in early development may be adaptive.
sites.google.com
CCN 2025 Satellite Event
Background The human visual system is full of optimisations—mechanisms designed to extract the most useful information from a constant stream of incoming data. The field of neuro-AI has made significa...
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Lukas Vogelsang @lukasvogelsang.bsky.social · 10/07/2025
1/ New paper out in @commsbio.nature.com, led by @marinv.bsky.social: doi.org/10.1038/s420...! Across several past studies, we showed how newborns' degraded vision may benefit human development and inspire more robust deep networks. We have referred to this as Adaptive Initial Degradations (AID).
doi.org
Potential role of developmental experience in the emergence of the parvo-magno distinction - Communications Biology
Developmentally-driven computational modeling study suggests that early sensory experience shapes distinct neuronal response properties in the visual system, providing a potential account of the emerg...
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