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 • 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.