no code implementations • EMNLP 2021 • Linli Xu, Sijie Teng, Ruoyu Zhao, Junliang Guo, Chi Xiao, Deqiang Jiang, Bo Ren
Hierarchical multi-label text classification (HMTC) deals with the challenging task where an instance can be assigned to multiple hierarchically structured categories at the same time.
Multi Label Text Classification Multi-Label Text Classification +1
no code implementations • 18 Apr 2024 • Wei Wu, Qingnan Fan, Shuai Qin, Hong Gu, Ruoyu Zhao, Antoni B. Chan
Precise image editing with text-to-image models has attracted increasing interest due to their remarkable generative capabilities and user-friendly nature.
no code implementations • 27 Mar 2024 • Ruoyu Zhao, Qingnan Fan, Fei Kou, Shuai Qin, Hong Gu, Wei Wu, Pengcheng Xu, Mingrui Zhu, Nannan Wang, Xinbo Gao
Two key techniques are introduced into InstructBrush, Attention-based Instruction Optimization and Transformation-oriented Instruction Initialization, to address the limitations of the previous method in terms of inversion effects and instruction generalization.
no code implementations • 24 Nov 2023 • Ruoyu Zhao, Mingrui Zhu, Shiyin Dong, Nannan Wang, Xinbo Gao
We propose CatVersion, an inversion-based method that learns the personalized concept through a handful of examples.
no code implementations • 28 Jan 2023 • Ruoyu Zhao, Mingrui Zhu, Xiaoyu Wang, Nannan Wang
GPD contains two models: a teacher network with GAN Prior and a student network that fulfills end-to-end translation.