3 papers
cs.CV2026
FLAT: Resampling Image and Text into 1D Flexible-Length Aligned Transmodal Tokens for Retrieval and Generation
Guangyu Sun, Shlok Kumar Mishra, Wentao Bao +8
Traditional multimodal representation learning and generation are two stages: a contrastive or self-supervised visual encoder is trained first, followed by a separate downstream ge…
cs.IR2026
Mosaic: A Fleet of User Embedding Specialists for Recommendation at Meta
John Zhiyuan Zheng, Xian Sun, Xiangyang Mou +6
User representation is one of the highest-leverage modeling problems in industrial recommendation systems: a single advancement in how users are encoded can propagate across retrie…
cs.CV2023
HashReID: Dynamic Network with Binary Codes for Efficient Person Re-identification
Kshitij Nikhal, Yujunrong Ma, Shuvra S. Bhattacharyya +1
Biometric applications, such as person re-identification (ReID), are often deployed on energy constrained devices. While recent ReID methods prioritize high retrieval performance,…