no code implementations • 4 Apr 2024 • Yiming Zhang, Zhe Wang, Xinjie Li, Yunchen Yuan, Chengsong Zhang, Xiao Sun, Zhihang Zhong, Jian Wang
Human body restoration plays a vital role in various applications related to the human body.
no code implementations • 23 Feb 2024 • Xinjie Li
Specifically, we hypothesize that previous intermediate supervisions can serve as context information, and we use captions of visual start and goal observations as a much cheaper form of supervision.
no code implementations • 23 Sep 2023 • Haibo Ye, Xinjie Li, Yuan YAO, Hanghang Tong
In recommender systems, knowledge graph (KG) can offer critical information that is lacking in the original user-item interaction graph (IG).
no code implementations • 2 Apr 2021 • Xinjie Li, Guojia Hou, Kunqian Li, Zhenkuan Pan
To address these visual degradations, we propose a novel scheme by constructing an adaptive color and contrast enhancement, and denoising (ACCE-D) framework for underwater image enhancement.
no code implementations • 20 Mar 2021 • Yuguang Shi, Yu Guo, Zhenqiang Mi, Xinjie Li
In this study, we propose a 3D object detection method, Stereo CenterNet (SC), using geometric information in stereo imagery.
no code implementations • 3 Apr 2019 • Xinjie Li, Chun Yang, Songlu Chen, Chao Zhu, Xu-Cheng Yin
Specifically, we design a generalized cross-entropy loss for the training of the proposed framework to fully exploit the semantic priors via considering the relevance between adjacent levels and enlarge the distance between samples of different coarse classes.