no code implementations • ICML 2020 • Hui Ye, Zhiyu Chen, Da-Han Wang, Brian Davison
Extreme multi-label text classification (XMTC) is a task for tagging a given text with the most relevant labels from an extremely large label set.
Multi Label Text Classification Multi-Label Text Classification +1
no code implementations • 24 Apr 2024 • Linzi Qu, Jiaxiang Shang, Hui Ye, Xiaoguang Han, Hongbo Fu
This work presents Sketch2Human, the first system for controllable full-body human image generation guided by a semantic sketch (for geometry control) and a reference image (for appearance control).
1 code implementation • 25 Aug 2023 • Hui Ye, Rajshekhar Sunderraman, Shihao Ji
We then extract the dense text representations from the fine-tuned Transformer.
Multi Label Text Classification Multi-Label Text Classification +3
no code implementations • 5 Mar 2022 • Wanchao Su, Hui Ye, Shu-Yu Chen, Lin Gao, Hongbo Fu
The research topic of sketch-to-portrait generation has witnessed a boost of progress with deep learning techniques.
1 code implementation • 6 Jul 2021 • Hui Ye, Xiulong Yang, Martin Takac, Rajshekhar Sunderraman, Shihao Ji
To address this issue, we propose a contrastive learning approach to improve the quality and enhance the semantic consistency of synthetic images.
Ranked #9 on Text-to-Image Generation on CUB
1 code implementation • 1 Jan 2021 • Xiulong Yang, Hui Ye, Yang Ye, Xiang Li, Shihao Ji
We show that our Generative MMC (GMMC) can be trained discriminatively, generatively, or jointly for image classification and generation.
2 code implementations • 5 Jul 2020 • Hui Ye, Zhiyu Chen, Da-Han Wang, Brian D. Davison
Extreme multi-label text classification (XMTC) is a task for tagging a given text with the most relevant labels from an extremely large label set.
1 code implementation • 19 May 2020 • Wan-Lei Zhao, Run-Qing Chen, Hui Ye, Chong-Wah Ngo
This optimization procedure converges faster to a better local minimum over k-means and many of its variants.
no code implementations • 14 Apr 2020 • Shaoping Hu, Yuan Gao, Zhangming Niu, Yinghui Jiang, Lao Li, Xianglu Xiao, Minhao Wang, Evandro Fei Fang, Wade Menpes-Smith, Jun Xia, Hui Ye, Guang Yang
An outbreak of a novel coronavirus disease (i. e., COVID-19) has been recorded in Wuhan, China since late December 2019, which subsequently became pandemic around the world.
no code implementations • 18 Jul 2019 • Hui Ye, Xiaopeng Ma, Qingfeng Pan, Huaqiang Fang, Hang Xiang, Tongzhen Shao
In order to realize the adaptive selection of detectors and run-time parameters according to the input time series, the outputs of FCN are the inputs of two sub-networks: the detector selection network and the run-time parameters selection network.
no code implementations • 4 Dec 2018 • Wenjin Wu, Guojun Liu, Hui Ye, Chenshuang Zhang, Tianshu Wu, Daorui Xiao, Wei. Lin, Xiaoyu Zhu
In the real traffic of a large-scale e-commerce sponsored search, the proposed approach significantly outperforms the baseline.
no code implementations • 22 Jun 2018 • Lin Guo, Hui Ye, Wenbo Su, Henhuan Liu, Kai Sun, Hang Xiang
Recently, many works have been done on visualizing and analyzing the mechanism of deep neural networks in the areas of image processing and natural language processing.