12/12
Paper: arxiv.org/pdf/2507.11569
Code: t.co/F76HkJOIBT

#FoundationModels #MedicalImaging #BreastMRI #ImageRegistration #ZeroShot #SAM #DINOv2 #MedAI

Into the Rabbit Hull – Part I - Kempner Institute This blog post offers an interpretability deep dive, examining the most important concepts emerging in one of today’s central vision foundation models, DINOv2. This blogpost is the first of a […]

🐇Into the Rabbit Hull — Part 1: A Deep Dive into DINOv2🧠
Our latest Deeper Learning blog post is an #interpretability deep dive into one of today’s leading vision foundation models: DINOv2.
📖Read now: bit.ly/4nNfq8D
Stay tuned — Part 2 coming soon.
#AI #VLMs #DINOv2

Unsupervised Transformer Pre‑Training for Images: DINOv2 Survey

DINOv2 beats weakly supervised models like OpenCLIP on vision benchmarks using multi‑crop augmentation and a mean‑teacher self‑distillation setup (Oct 2025). Read more: getnews.me/unsupervised-transformer... #dinov2 #selfsupervised

DINOv2 Clustering with Dirichlet Process for Medical Anomaly Detection

Researchers used DINOv2 embeddings with a Dirichlet Process Mixture model for unsupervised medical anomaly detection, halving inference time while matching benchmark accuracy. getnews.me/dinov2-clustering-with-d... #dinov2 #anomalydetection

out of the box

12/12
Congratulations to the team for this work: Hanxue Gu Yaqian Chen @nickkonz.bsky.social Qihang Li @mazurowski.bsky.social

#FoundationModels #MedicalImaging #BreastMRI #ImageRegistration #ZeroShot #SAM #DINOv2 #MedAI

💻Code: github.com/fanegg/Feat2GS
🎥Video: youtu.be/4fT5lzcAJqo?...

Big thanks to the amazing team!
@fanegg.bsky.social, @xingyu-chen.bsky.social, Anpei Chen, Gerard Pons-Moll, Yuliang Xiu

#DUSt3R #MASt3R #MiDaS #DINOv2 #DINO #SAM #CLIP #RADIO #MAE #StableDiffusion #Zero123