Enabling Validation for Robust Few-Shot Recognition

arXiv:2506.04713 · cs.CV · Submitted 2025-06-05 · Read on arXiv

cs.CV

Submitted: 2025-06-05

Updated: 2026-10-14

Terminology

• Few-Shot Recognition — 2× in this paper
• Generalization — 2× in this paper · explained in 13 episodes
• Adaptation — 1× in this paper · explained in 1 episode
• Benchmark — 1× in this paper · explained in 2 episodes
• Core — 1× in this paper · explained in 2 episodes
• Validation-Enabled Stage-wise Tuning — 1× in this paper
• Vision-Language Model — 1× in this paper
• Vision-Language Model (VLM) — 1× in this paper · explained in 3 episodes

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