1 code implementation • ECCV 2020 • Zixuan Chen, Zhihui Xie, Junchi Yan Yinqiang Zheng, Xiaokang Yang
In this paper, we treat the graphs as graphs on a super-graph, and propose a novel breadth first search based method for expanding the neighborhood on the super-graph for a new coming graph, such that the matching with the new graph can be efficiently performed within the constructed neighborhood.
1 code implementation • 12 Jan 2023 • Zixuan Chen, Zewei He, Zhe-Ming Lu
In this paper, a detail-enhanced attention block (DEAB) consisting of the detail-enhanced convolution (DEConv) and the content-guided attention (CGA) is proposed to boost the feature learning for improving the dehazing performance.
Ranked #1 on
Image Dehazing
on Haze4k
no code implementations • 3 Sep 2021 • Zixuan Chen, Junhong Zou, Xiaotao Wang
Semantic segmentation is an important task in computer vision, from which some important usage scenarios are derived, such as autonomous driving, scene parsing, etc.
no code implementations • 1 Feb 2021 • Ruolin Wang, Zixuan Chen, Mingrui "Ray" Zhang, Zhaoheng Li, Zhixiu Liu, Zihan Dang, Chun Yu, Xiang "Anthony" Chen
Online shopping has become a valuable modern convenience, but blind or low vision (BLV) users still face significant challenges using it, because of: 1) inadequate image descriptions and 2) the inability to filter large amounts of information using screen readers.
2 code implementations • ECCV 2020 • Yuyang Qian, Guojun Yin, Lu Sheng, Zixuan Chen, Jing Shao
As realistic facial manipulation technologies have achieved remarkable progress, social concerns about potential malicious abuse of these technologies bring out an emerging research topic of face forgery detection.
1 code implementation • ACL 2020 • Qian Liu, Yihong Chen, Bei Chen, Jian-Guang Lou, Zixuan Chen, Bin Zhou, Dongmei Zhang
Despite the continuing efforts to improve the engagingness and consistency of chit-chat dialogue systems, the majority of current work simply focus on mimicking human-like responses, leaving understudied the aspects of modeling understanding between interlocutors.
Ranked #1 on
Dialogue Generation
on Persona-Chat
no code implementations • 6 Aug 2019 • Zixuan Chen, Huajun Zhou, Xiaohua Xie, Jian-Huang Lai
Yet the Contour Loss emphasizes on the local saliency.