2 citations · 3 across the 3 of their papers we have counts for
3 papers
cs.CV2022★ 1 cited
Image-Text Retrieval with Binary and Continuous Label Supervision
Zheng Li, Caili Guo, Zerun Feng +3
Most image-text retrieval work adopts binary labels indicating whether a pair of image and text matches or not. Such a binary indicator covers only a limited subset of image-text s…
cs.CV2022★ 2 cited
Unified Loss of Pair Similarity Optimization for Vision-Language Retrieval
Zheng Li, Caili Guo, Xin Wang +3
There are two popular loss functions used for vision-language retrieval, i.e., triplet loss and contrastive learning loss, both of them essentially minimize the difference between…
eess.IV2022
Deep Joint Source-Channel Coding Based on Semantics of Pixels
Qizheng Sun, Caili Guo, Yang Yang +3
The semantic information of the image for intelligent tasks is hidden behind the pixels, and slight changes in the pixels will affect the performance of intelligent tasks. In order…