1 code implementation • CVPR 2022 • Jinyu Yang, Jiali Duan, Son Tran, Yi Xu, Sampath Chanda, Liqun Chen, Belinda Zeng, Trishul Chilimbi, Junzhou Huang
Besides CMA, TCL introduces an intra-modal contrastive objective to provide complementary benefits in representation learning.
Ranked #3 on Zero-Shot Cross-Modal Retrieval on COCO 2014
no code implementations • 17 Jan 2021 • Qing Tian, Sampath Chanda, K C Amit Kumar, Douglas Gray
In particular, we improve the mAP for last 30% categories (in terms of training sample number) by 2. 6 and 4. 6 for DeepFashion2 and OpenImagesV4-Clothing, respectively.
no code implementations • 4 Jul 2019 • Son Tran, Ming Du, Sampath Chanda, R. Manmatha, Cj Taylor
In particular, Instagram and Twitter influencers often provide images of themselves wearing different outfits and their followers are often inspired to buy similar clothes. We propose a system to automatically find the closest visually similar clothes in the online Catalog (street-to-shop searching).