UniFGVC: Universal Training-Free Few-Shot Fine-Grained Vision Classification via Attribute-Aware Multimodal Retrieval

arXiv:2508.04136 · cs.CV, cs.AI · Submitted 2025-08-06 · Read on arXiv

cs.CV, cs.AI

Submitted: 2025-08-06

Updated: 2026-10-15

Terminology

• Generalization — 2× in this paper · explained in 13 episodes
• Adaptability — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Chain-of-Thought Prompting — 1× in this paper · explained in 2 episodes
• Hallucination — 1× in this paper · explained in 4 episodes
• Training-Free Framework — 1× in this paper · explained in 2 episodes

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