Robin Zbinden
@rzbinden.bsky.social
PhD Student at EPFL, in the ECEO Lab of Devis Tuia 🇨🇭
Deep Learning for Ecology and Species Distribution Modeling 💻🦜🌍
Deep Learning for Ecology and Species Distribution Modeling 💻🦜🌍
Pinned
doi.org
Our MaskSDM paper is out in Methods in Ecology and Evolution 🥳
doi.org/10.1111/2041...
MaskSDM is a multimodal masked-modeling method predicting species distributions from any subset of variables or modalities
@ninavt.bsky.social, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
🧵
doi.org/10.1111/2041...
MaskSDM is a multimodal masked-modeling method predicting species distributions from any subset of variables or modalities
@ninavt.bsky.social, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
🧵
Our MaskSDM paper is out in Methods in Ecology and Evolution 🥳
doi.org/10.1111/2041...
MaskSDM is a multimodal masked-modeling method predicting species distributions from any subset of variables or modalities
@ninavt.bsky.social, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
🧵
doi.org/10.1111/2041...
MaskSDM is a multimodal masked-modeling method predicting species distributions from any subset of variables or modalities
@ninavt.bsky.social, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
🧵
doi.org
November 28, 2025 at 10:19 AM
Our MaskSDM paper is out in Methods in Ecology and Evolution 🥳
doi.org/10.1111/2041...
MaskSDM is a multimodal masked-modeling method predicting species distributions from any subset of variables or modalities
@ninavt.bsky.social, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
🧵
doi.org/10.1111/2041...
MaskSDM is a multimodal masked-modeling method predicting species distributions from any subset of variables or modalities
@ninavt.bsky.social, Gencer Sumbul, Chiara Vanalli, Benjamin Kellenberger, Devis Tuia
🧵
Reposted by Robin Zbinden
🌍 Another keynote spotlight for the AI + Environment Summit 2025!
We’re excited to welcome Prof. Dr. Devis Tuia from EPFL, who will join us on October 1st with his talk:
“Machine Learning for Earth: Monitoring the Pulse of Our Planet with Sensor Data, from Your Phone All the Way to Space”
We’re excited to welcome Prof. Dr. Devis Tuia from EPFL, who will join us on October 1st with his talk:
“Machine Learning for Earth: Monitoring the Pulse of Our Planet with Sensor Data, from Your Phone All the Way to Space”
June 10, 2025 at 6:57 AM
🌍 Another keynote spotlight for the AI + Environment Summit 2025!
We’re excited to welcome Prof. Dr. Devis Tuia from EPFL, who will join us on October 1st with his talk:
“Machine Learning for Earth: Monitoring the Pulse of Our Planet with Sensor Data, from Your Phone All the Way to Space”
We’re excited to welcome Prof. Dr. Devis Tuia from EPFL, who will join us on October 1st with his talk:
“Machine Learning for Earth: Monitoring the Pulse of Our Planet with Sensor Data, from Your Phone All the Way to Space”
Reposted by Robin Zbinden
🌱 Registration is now OPEN for the AI + Environment Summit 2025!
October 1st, 2025 at Innovation Park Zurich
Join us for a full-day event at the intersection of artificial intelligence, biodiversity and climate.
🎟 Spots are limited, so secure yours now: champ.ly/S8jyQwuo
October 1st, 2025 at Innovation Park Zurich
Join us for a full-day event at the intersection of artificial intelligence, biodiversity and climate.
🎟 Spots are limited, so secure yours now: champ.ly/S8jyQwuo
June 4, 2025 at 10:11 AM
🌱 Registration is now OPEN for the AI + Environment Summit 2025!
October 1st, 2025 at Innovation Park Zurich
Join us for a full-day event at the intersection of artificial intelligence, biodiversity and climate.
🎟 Spots are limited, so secure yours now: champ.ly/S8jyQwuo
October 1st, 2025 at Innovation Park Zurich
Join us for a full-day event at the intersection of artificial intelligence, biodiversity and climate.
🎟 Spots are limited, so secure yours now: champ.ly/S8jyQwuo
Reposted by Robin Zbinden
We're looking for a motivated PhD student to join the ECEO Lab at EPFL Valais to work on multi-modal foundation models for earth observation! 🌍🛰️💻🤓
Come work with us under the supervision of Prof. Devis Tuia!
careers.epfl.ch/job/Sion-PhD...
Come work with us under the supervision of Prof. Devis Tuia!
careers.epfl.ch/job/Sion-PhD...
PhD - Multi-Modal Foundation Models for Earth Observation
PhD - Multi-Modal Foundation Models for Earth Observation
careers.epfl.ch
April 28, 2025 at 2:11 PM
We're looking for a motivated PhD student to join the ECEO Lab at EPFL Valais to work on multi-modal foundation models for earth observation! 🌍🛰️💻🤓
Come work with us under the supervision of Prof. Devis Tuia!
careers.epfl.ch/job/Sion-PhD...
Come work with us under the supervision of Prof. Devis Tuia!
careers.epfl.ch/job/Sion-PhD...
Reposted by Robin Zbinden
New dataset & pre-print:
The Coralscapes dataset for semantic scene understanding in coral reefs! 🤿🎥🐟🐠🐡
Coralscapes is the first dataset consistently annotated for general-purpose semantic segmentation in reefs, spanning 174k segmentation masks of 39 benthic classes on 2074 images!
The Coralscapes dataset for semantic scene understanding in coral reefs! 🤿🎥🐟🐠🐡
Coralscapes is the first dataset consistently annotated for general-purpose semantic segmentation in reefs, spanning 174k segmentation masks of 39 benthic classes on 2074 images!
March 28, 2025 at 3:25 AM
New dataset & pre-print:
The Coralscapes dataset for semantic scene understanding in coral reefs! 🤿🎥🐟🐠🐡
Coralscapes is the first dataset consistently annotated for general-purpose semantic segmentation in reefs, spanning 174k segmentation masks of 39 benthic classes on 2074 images!
The Coralscapes dataset for semantic scene understanding in coral reefs! 🤿🎥🐟🐠🐡
Coralscapes is the first dataset consistently annotated for general-purpose semantic segmentation in reefs, spanning 174k segmentation masks of 39 benthic classes on 2074 images!