Lens: Bringing the Right Semantic Perspective into Focus for Training-Free Multimodal Representation Learning

arXiv:2609.20252 · cs.CL, cs.AI · Submitted 2026-07-28 · Read on arXiv

cs.CL, cs.AI

Submitted: 2026-07-28

Updated: 2026-07-28

Comments: 9 pages, 3 figures, 4 tables

License: http://arxiv.org/licenses/nonexclusive-distrib/1.0/

Terminology

• Representation Learning — 3× in this paper · explained in 2 episodes
• Downstream Tasks — 1× in this paper · explained in 2 episodes
• Training-Free Framework — 1× in this paper · explained in 2 episodes

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