1 code implementation • 5 Nov 2022 • Xiaobin Tian, Zequn Sun, Guangyao Li, Wei Hu
Towards a critical evaluation of embedding-based entity alignment methods, we construct a new dataset with heterogeneous relations and attributes based on event-centric KGs.
1 code implementation • 21 Aug 2022 • Yang Liu, Zequn Sun, Guangyao Li, Wei Hu
To this end, we propose CoLE, a Co-distillation Learning method for KG Embedding that exploits the complementarity of graph structures and text information.
1 code implementation • CVPR 2022 • Guangyao Li, Yake Wei, Yapeng Tian, Chenliang Xu, Ji-Rong Wen, Di Hu
In this paper, we focus on the Audio-Visual Question Answering (AVQA) task, which aims to answer questions regarding different visual objects, sounds, and their associations in videos.
Ranked #1 on
Audio-visual Question Answering
on MUSIC-AVQA
no code implementations • 16 Mar 2022 • Chunmeng Liu, Enze Xie, Wenjia Wang, Wenhai Wang, Guangyao Li, Ping Luo
Although convolutional neural networks (CNNs) have achieved remarkable progress in weakly supervised semantic segmentation (WSSS), the effective receptive field of CNN is insufficient to capture global context information, leading to sub-optimal results.
Weakly supervised Semantic Segmentation
Weakly-Supervised Semantic Segmentation
1 code implementation • 2 Aug 2021 • Konrad Heidler, Lichao Mou, Di Hu, Pu Jin, Guangyao Li, Chuang Gan, Ji-Rong Wen, Xiao Xiang Zhu
By fine-tuning the models on a number of commonly used remote sensing datasets, we show that our approach outperforms existing pre-training strategies for remote sensing imagery.
1 code implementation • 9 Sep 2020 • Xinze Lyu, Guangyao Li, Jiacheng Huang, Wei Hu
However, existing work incorporated with KGs cannot capture the explicit long-range semantics between users and items meanwhile consider various connectivity between items.
no code implementations • 1 Dec 2018 • Qingguo Xiao, Guangyao Li, Qiaochuan Chen
Recent advances in deep learning have shown exciting promise in filling large holes and lead to another orientation for image inpainting.
2 code implementations • 21 Nov 2018 • Enze Xie, Yuhang Zang, Shuai Shao, Gang Yu, Cong Yao, Guangyao Li
We propose a supervised pyramid context network (SPCNET) to precisely locate text regions while suppressing false positives.
Ranked #2 on
Scene Text Detection
on ICDAR 2013
no code implementations • 11 Apr 2018 • Qingguo Xiao, Guangyao Li, Li Xie, Qiaochuan Chen
We propose a novel framework and an effective data augmentation method for deep learning in this paper.