Preprint2025
SigLIP 2
Unknown
SigLIP 2 improves multilingual vision-language encoders with captioning pretraining, self-supervised losses, and online data curation, offering native aspect ratio preservation.
0Feb 1, 2025Computer Vision
AI Research
AI & ML Research Papers
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3 papersPreprint2023
SigLip
Unknown
SigLip introduces a pairwise sigmoid loss for language-image pre-training, enabling larger batch sizes and better performance at smaller batch sizes without global normalization.
0Mar 1, 2023
PreprintBiomedical Materials & Devices2024
Pali Gemma
Neha Yadav, S. Pande, A. Ranjith kumar
Combines SigLIP vision model and Gemma language model following PaLI-3 recipe for strong vision-language task performance.
1Jul 1, 2024Computer Vision