no code implementations • 23 Feb 2024 • Xiaowei Zhao, Yong Zhou, Xiujuan Xu
In this work, we propose a \emph{Dual Encoder: Exploiting the potential of Syntactic and Semantic} model (D2E2S), which maximizes the syntactic and semantic relationships among words.
1 code implementation • 12 Feb 2024 • Xiaowei Zhao, Yong Zhou, Xiujuan Xu, Yu Liu
This paper presents the Extensible Multi-Granularity Fusion (EMGF) network, which integrates information from dependency and constituent syntactic, attention semantic , and external knowledge graphs.
Aspect-Based Sentiment Analysis Aspect-Based Sentiment Analysis (ABSA) +1
1 code implementation • 17 Mar 2023 • Rui Li, Xiaowei Zhao
Super-resolution, which aims to reconstruct high-resolution images from low-resolution images, has drawn considerable attention and has been intensively studied in computer vision and remote sensing communities.
1 code implementation • 1 Nov 2022 • Xiaoshui Huang, Wentao Qu, Yifan Zuo, Yuming Fang, Xiaowei Zhao
In this paper, we propose General Multimodal Fusion (GMF) to learn to reject the correspondence outliers by leveraging both the structure and texture information.
1 code implementation • 3 Jan 2022 • Xiaowei Zhao, Xianglong Liu, Yifan Shen, Yixuan Qiao, Yuqing Ma, Duorui Wang
Open World Object Detection (OWOD), simulating the real dynamic world where knowledge grows continuously, attempts to detect both known and unknown classes and incrementally learn the identified unknown ones.
1 code implementation • 18 Nov 2021 • Xiaoshui Huang, Wentao Qu, Yifan Zuo, Yuming Fang, Xiaowei Zhao
In this paper, we propose a new multimodal fusion method to generate a point cloud registration descriptor by considering both structure and texture information.
Ranked #1 on Point Cloud Registration on 3DMatch Benchmark (using extra training data)
no code implementations • 19 Sep 2020 • Xiaosa Zhao, Kunpeng Liu, Wei Fan, Lu Jiang, Xiaowei Zhao, Minghao Yin, Yanjie Fu
To address the question, we develop a single-agent reinforced feature selection approach integrated with restructured choice strategy.
no code implementations • 27 Oct 2017 • Chen Chen, Xiaowei Zhao, Yang Liu
In this paper, we present a solution to Large-Scale Video Classification Challenge (LSVC2017) [1] that ranked the 1st place.
no code implementations • ICCV 2015 • Chao Xiong, Xiaowei Zhao, Danhang Tang, Karlekar Jayashree, Shuicheng Yan, Tae-Kyun Kim
Faces in the wild are usually captured with various poses, illuminations and occlusions, and thus inherently multimodally distributed in many tasks.
no code implementations • CVPR 2014 • Wenhan Luo, Tae-Kyun Kim, Bjorn Stenger, Xiaowei Zhao, Roberto Cipolla
In this paper, we propose a label propagation framework to handle the multiple object tracking (MOT) problem for a generic object type (cf.
no code implementations • CVPR 2014 • Xiaowei Zhao, Tae-Kyun Kim, Wenhan Luo
In this paper, we present a unified method for joint face image analysis, i. e., simultaneously estimating head pose, facial expression and landmark positions in real-world face images.