# ImageNet-trained CNNs are biased towards texture; increasing shape bias improves accuracy and robustness

> Research article (arXiv (Cornell University), 2018) · cited 664× · AI/ML

**Wikidata**: [openalex:W2902617128](https://www.wikidata.org/wiki/openalex:W2902617128)  
**Source**: https://4ort.xyz/entity/imagenet-trained-cnns-are-biased-towards-texture-increasing-shape-bias-improves-accuracy-and-robustness