A Baseline for Few-Shot Image Classification

Guneet S. Dhillon, Pratik Chaudhari, Avinash Ravichandran +1

Fine-tuning a deep network trained with the standard cross-entropy loss is a strong baseline for few-shot learning. When fine-tuned transductively, this outperforms the current sta…