AI Frontier Lectures

Jul 18, 2025 · Artificial Intelligence

How Anchored Attributes Boost Prompt Learning for Vision‑Language Models

The paper introduces ATPrompt, a method that inserts fixed attribute tokens into learnable prompts for CLIP‑style vision‑language models, enabling the soft prompts to capture generic attribute representations and significantly improve base‑to‑novel generalization without extra regularization losses.