🎙️ Come and meet our amazing keynote speakers
Sara Beery - Assistant Professor at MIT CSAIL
@sarameghanbeery.bsky.social

Matej Kristan - Full professor at the University of Ljubljana
www.vicos.si/people/matej...

Mark Boss - Co-Head of 3D & Image at Stability AI
@markboss.bsky.social

• SigLIP2 → still the best for text-to-image retrieval.
– Unlike SigLIP models, PE shows a large gap between its image-to-image and text-to-image performance.

• PE → achieves state-of-the-art in image-to-image retrieval with linear adaptation.
  – Gains +12% performance from adaptation.
  – Outperforms SigLIP2 (previous best) by +2%.
  – DINOv3 lags behind, gaining less than +2% from adaptation

🔍 Key results from our new evaluation on ILIAS:

• DINOv3 → sets a new state-of-the-art in image-to-image retrieval without linear adaptation
  – The large variant outperforms all other models by a significant margin.
  – The base outperforms the large variants of other model series.

@iccv.bsky.social

Topics:
- IL object classification, detectection, segmentation, and pose estimation
- particular object and event retrieval
- personalized image/video generation
- cross/multi-modal recognition at IL
- image matching, place recognition, video tracking
- other ILR+G applications
- ILR+G datasets

We invite papers on topics related to instance-level recognition and/or generation. We extend the submission deadline to give the authors of related papers that didn't make it to ICCV 2025 a chance to still join us in Hawaii 🌺

also, thanks to @nielsrogge.bsky.social for the initial contact for hosting ILIAS on @hf.co