Search Results for author: Xintong Jiang

Found 3 papers, 1 papers with code

Dual Relation Alignment for Composed Image Retrieval

no code implementations5 Sep 2023 Xintong Jiang, Yaxiong Wang, Yujiao Wu, Meng Wang, Xueming Qian

Unlike the general image-text retrieval problem with only one alignment relation, i. e., image-text, we argue for the existence of two types of relations in composed image retrieval.

Image Retrieval Implicit Relations +3

COMET: A Novel Memory-Efficient Deep Learning Training Framework by Using Error-Bounded Lossy Compression

1 code implementation18 Nov 2021 Sian Jin, Chengming Zhang, Xintong Jiang, Yunhe Feng, Hui Guan, Guanpeng Li, Shuaiwen Leon Song, Dingwen Tao

In this paper, we propose a novel memory-efficient CNN training framework (called COMET) that leverages error-bounded lossy compression to significantly reduce the memory requirement for training, to allow training larger models or to accelerate training.

Data Compression

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