# Imagine by Reasoning: A Reasoning-Based Implicit Semantic Data Augmentation for Long-Tailed Classification

> Research article (Proceedings of the AAAI Conference on Artificial Intelligence, 2022) · cited 53× · AI/ML

**Wikidata**: [openalex:W4226197276](https://www.wikidata.org/wiki/openalex:W4226197276)  
**Source**: https://4ort.xyz/entity/imagine-by-reasoning-a-reasoning-based-implicit-semantic-data-augmentation-for-long-tailed-classification