Sam Heinrich
@sam-heinrich.bsky.social
ML Engineer at the Cornell Lab of Ornithology
Reposted by Sam Heinrich
Have you ever wondered what makes two models different?
We all know the ViT-Large performs better than the Resnet-50, but what visual concepts drive this difference? Our new ICLR 2025 paper addresses this question! nkondapa.github.io/rsvc-page/
We all know the ViT-Large performs better than the Resnet-50, but what visual concepts drive this difference? Our new ICLR 2025 paper addresses this question! nkondapa.github.io/rsvc-page/
April 11, 2025 at 4:11 PM
Have you ever wondered what makes two models different?
We all know the ViT-Large performs better than the Resnet-50, but what visual concepts drive this difference? Our new ICLR 2025 paper addresses this question! nkondapa.github.io/rsvc-page/
We all know the ViT-Large performs better than the Resnet-50, but what visual concepts drive this difference? Our new ICLR 2025 paper addresses this question! nkondapa.github.io/rsvc-page/
Reposted by Sam Heinrich
❓How can we predict where a species may be found when observations are limited?
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
December 9, 2024 at 3:11 PM
❓How can we predict where a species may be found when observations are limited?
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
✨Introducing Le-SINR: A text to range map model that can enable scientists to produce more accurate range maps with fewer observations.
Thread 🧵
Reposted by Sam Heinrich
Heading to #AGU24 in DC tomorrow. Giving a poster in "Advances in Remote Sensing for Monitoring Biodiversity Change: Integrating Data and Models Across Scales and Technologies" session on Thursday aft. Excited to see where others are at on this topic and catch up on new remote sensing products.
December 9, 2024 at 2:57 AM
Heading to #AGU24 in DC tomorrow. Giving a poster in "Advances in Remote Sensing for Monitoring Biodiversity Change: Integrating Data and Models Across Scales and Technologies" session on Thursday aft. Excited to see where others are at on this topic and catch up on new remote sensing products.
Reposted by Sam Heinrich
🎯 How can we empower scientific discovery in millions of nature photos?
Introducing INQUIRE: A benchmark testing if AI vision-language models can help scientists find biodiversity patterns- from disease symptoms to rare behaviors- hidden in vast image collections.
Thread👇🧵
Introducing INQUIRE: A benchmark testing if AI vision-language models can help scientists find biodiversity patterns- from disease symptoms to rare behaviors- hidden in vast image collections.
Thread👇🧵
December 6, 2024 at 8:28 PM
🎯 How can we empower scientific discovery in millions of nature photos?
Introducing INQUIRE: A benchmark testing if AI vision-language models can help scientists find biodiversity patterns- from disease symptoms to rare behaviors- hidden in vast image collections.
Thread👇🧵
Introducing INQUIRE: A benchmark testing if AI vision-language models can help scientists find biodiversity patterns- from disease symptoms to rare behaviors- hidden in vast image collections.
Thread👇🧵