Recent advances in convolutional neural networks

J Gu, Z Wang, J Kuen, L Ma, A Shahroudy, B Shuai… - Pattern recognition, 2018 - Elsevier
In the last few years, deep learning has led to very good performance on a variety of
problems, such as visual recognition, speech recognition and natural language processing …

Fashion meets computer vision: A survey

WH Cheng, S Song, CY Chen, SC Hidayati… - ACM Computing Surveys …, 2021 - dl.acm.org
Fashion is the way we present ourselves to the world and has become one of the world's
largest industries. Fashion, mainly conveyed by vision, has thus attracted much attention …

Winclip: Zero-/few-shot anomaly classification and segmentation

J Jeong, Y Zou, T Kim, D Zhang… - Proceedings of the …, 2023 - openaccess.thecvf.com
Visual anomaly classification and segmentation are vital for automating industrial quality
inspection. The focus of prior research in the field has been on training custom models for …

Multimodal unsupervised image-to-image translation

X Huang, MY Liu, S Belongie… - Proceedings of the …, 2018 - openaccess.thecvf.com
Unsupervised image-to-image translation is an important and challenging problem in
computer vision. Given an image in the source domain, the goal is to learn the conditional …