no code implementations • 21 Nov 2023 • Shufa Wei, Xiaolong Xu, Xianbiao Qi, Xi Yin, Jun Xia, Jingyi Ren, Peijun Tang, Yuxiang Zhong, Yihao Chen, Xiaoqin Ren, Yuxin Liang, Liankai Huang, Kai Xie, Weikang Gui, Wei Tan, Shuanglong Sun, Yongquan Hu, Qinxian Liu, Nanjin Li, Chihao Dai, Lihua Wang, Xiaohui Liu, Lei Zhang, Yutao Xie
Our training corpus mainly consists of academic papers, thesis, content from some academic domain, high-quality Chinese data and others.
1 code implementation • 23 Oct 2023 • Xiaohui Liu, Zhilu Zhang, Xiaohe Wu, Chaoyu Feng, Xiaotao Wang, Lei Lei, WangMeng Zuo
Real-world image de-weathering aims at removing various undesirable weather-related artifacts.
1 code implementation • 29 Sep 2023 • Tasin Islam, Alina Miron, Xiaohui Liu, Yongmin Li
Our study introduces a new image-to-video generator called FashionFlow to generate fashion videos.
1 code implementation • journal 2023 • ZhiGang Liu, Xin Luo, Zidong Wang, Xiaohui Liu
Motivated by this discovery, this paper proposes a novel Constraintinduced Symmetric Nonnegative Matrix Factorization (C-SNMF) model that adopts three-fold ideas: a) Representing a target undirected network with multiple latent feature matrices, thus preserving its representation learning capacity; b) Incorporating a symmetry-regularizer into its objective function, which preserves the symmetry of the learnt low-rank approximation to the adjacency matrix, thereby making the resultant detector precisely illustrate the target network’s symmetry; and c) Introducing a graph-regularizer that preserves local invariance of the network’s intrinsic geometry into its learning objective, thus making the achieved detector well-aware of community structure within the target network.
1 code implementation • 10 Dec 2022 • Ruohao Wang, Xiaohui Liu, Zhilu Zhang, Xiaohe Wu, Chun-Mei Feng, Lei Zhang, WangMeng Zuo
On the other hand, alignment algorithms in existing VSR methods perform poorly for real-world videos, leading to unsatisfactory results.
no code implementations • 11 Oct 2022 • Xiaohui Liu, Meng Liu, Lin Zhang, Linjuan Zhang, Chang Zeng, Kai Li, Nan Li, Kong Aik Lee, Longbiao Wang, Jianwu Dang
The Audio Deep Synthesis Detection (ADD) Challenge has been held to detect generated human-like speech.
1 code implementation • 13 Jul 2022 • Tianyu Huang, Bowen Dong, Jiaying Lin, Xiaohui Liu, Rynson W. H. Lau, WangMeng Zuo
Mirror detection aims to identify the mirror regions in the given input image.
no code implementations • 5 Jun 2022 • Xiaohui Liu, Sean Qian, Hock-Hai Teo, Wei Ma
Curb space is one of the busiest areas in urban road networks.
no code implementations • 31 May 2022 • Yani Xue, Miqing Li, Xiaohui Liu
In such problems, classic Pareto-based algorithms fail to provide sufficient selection pressure towards the Pareto front, whilst recently developed algorithms, such as decomposition-based ones, may struggle to maintain a set of well-distributed solutions on certain problems (e. g., those with irregular Pareto fronts).
1 code implementation • IEEE Transactions on Evolutionary Computation 2013 • Shengxiang Yang, Member, IEEE, Miqing Li, Xiaohui Liu, and Jinhua Zheng
Balancing convergence and diversity plays a key role in evolutionary multiobjective optimization (EMO).