1 code implementation • COLING 2022 • Shirong Shen, Heng Zhou, Tongtong Wu, Guilin Qi
This paper studies event causality identification, which aims at predicting the causality relation for a pair of events in a sentence.
no code implementations • 10 Apr 2024 • Zhenxi Zhang, Heng Zhou, Xiaoran Shi, Ran Ran, Chunna Tian, Feng Zhou
Additionally, the evidential fusion branch capitalizes on the complementary attributes of the first two branches and leverages an evidence-based Dempster-Shafer fusion strategy, supervised by more reliable and accurate pseudo-labels of unlabeled data.
no code implementations • 6 Feb 2024 • Heng Zhou, Zhetao Guo, Shuhong Liu, Lechen Zhang, Qihao Wang, Yuxiang Ren, Mingrui Li
Monocular SLAM has received a lot of attention due to its simple RGB inputs and the lifting of complex sensor constraints.
no code implementations • 5 Feb 2024 • Mingrui Li, Shuhong Liu, Heng Zhou, Guohao Zhu, Na Cheng, Tianchen Deng, Hongyu Wang
We present SGS-SLAM, the first semantic visual SLAM system based on Gaussian Splatting.
1 code implementation • 10 Jan 2024 • Yawen Xiang, Heng Zhou, Chengyang Li, Fangwei Sun, Zhongbo Li, Yongqiang Xie
As a response, blind motion deblurring has emerged, aiming to restore clear and detailed images without prior knowledge of the blur type, fueled by the advancements in deep learning methodologies.
no code implementations • 20 Nov 2023 • Jiuqing Dong, Yongbin Gao, Heng Zhou, Jun Cen, Yifan Yao, Sook Yoon, Park Dong Sun
Out-of-distribution (OOD) detection is critical for ensuring the reliability of open-world intelligent systems.
no code implementations • 1 Oct 2023 • Yuchen Dong, Heng Zhou, Chengyang Li, Junjie Xie, Yongqiang Xie, Zhongbo Li
Camouflage object detection (COD) poses a significant challenge due to the high resemblance between camouflaged objects and their surroundings.
no code implementations • 25 May 2023 • Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Fan Yang, Xin Li, Zhicheng Jiao
This paper proposes a cross-supervised learning framework based on dual classifiers (DC-Net), including an evidential classifier and a vanilla classifier.
no code implementations • 25 May 2023 • Zhenxi Zhang, Ran Ran, Chunna Tian, Heng Zhou, Xin Li, Fan Yang, Zhicheng Jiao
To address these issues, we propose a self-aware and cross-sample prototypical learning method (SCP-Net) to enhance the diversity of prediction in consistency learning by utilizing a broader range of semantic information derived from multiple inputs.
no code implementations • 21 Sep 2022 • Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yuxuan Ding, Yongqiang Xie, Zhongbo Li
FRDF utilizes the directional information between object pixels to effectively enhance the intra-class compactness of salient regions.
no code implementations • 26 May 2022 • Heng Zhou, Chunna Tian, Zhenxi Zhang, Chengyang Li, Yongqiang Xie, Zhongbo Li
FNs-player and FPs-player are designed with different strategies: One is to minimize FNs and the other is to minimize FPs.
no code implementations • 1 Jan 2021 • Yong Geng, Heng Zhou, Wenwen Cui, Xinjie Han, Qiang Zhang, Boyuan Liu, Guangwei Deng, Qiang Zhou, Kun Qiu
Dissipative Kerr soliton microcomb has been recognized as a promising on-chip multi-wavelength laser source for fiber optical communications, as its comb lines possess frequency and phase stability far beyond independent lasers.