一作ECCV 2026Poster
CLIMP: Contrastive Language-Image Mamba Pretraining
Nimrod Shabtay · Itamar Zimerman · Eli Schwartz · RAJA GIRYES
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Nimrod Shabtay · Itamar Zimerman · Eli Schwartz · RAJA GIRYES
Moshe Kimhi · Nimrod Shabtay · Raja Giryes · Chaim Baskin · Eli Schwartz
Large vision–language models (VLMs) commonly process images at native or high resolution to remain effective across tasks. This inflates visual tokens to 97-99% of total tokens, resulting in high compute and latency, even when low-resolution images would suffice. We introduce CARES —a C ontext- A...