1 code implementation • 9 May 2024 • Hao Ren, Jiaojiao Jiang
As the calculation of centrality in complex networks becomes increasingly vital across technological, biological, and social systems, precise and scalable ranking methods are essential for understanding these networks.
1 code implementation • 24 Apr 2024 • Haolin Wu, Jing Chen, Ruiying Du, Cong Wu, Kun He, Xingcan Shang, Hao Ren, Guowen Xu
The detection models exhibited vulnerabilities, with FAR rising to 36. 69%, 31. 23%, and 51. 28% under volume control, fading, and noise injection, respectively.
1 code implementation • 18 Apr 2024 • Wu Ran, Peirong Ma, Zhiquan He, Hao Ren, Hong Lu
By integrating CoI-M with the rain-/detail-aware Contrastive learning, we develop CoIC, an innovative and potent algorithm tailored for training models on mixed datasets.
no code implementations • CVPR 2023 • Hao Ren, Shoudong Han, Huilin Ding, Ziwen Zhang, Hongwei Wang, Faquan Wang
This fine-grained representation requires high feature resolution and precise semantic information.
no code implementations • 11 May 2022 • Hao Ren, Xiaojun Liang, Chunhua Yang, Zhiwen Chen, Weihua Gui
Thank you very much for the attention and concern of colleagues and scholars in this work.
no code implementations • 9 May 2022 • Ali Baheri, Hao Ren, Benjamin Johnson, Pouria Razzaghi, Peng Wei
We present a safety verification framework for design-time and run-time assurance of learning-based components in aviation systems.
no code implementations • 22 Feb 2022 • Zhuolin Wu, Li Wang, Fangsheng Huang, Linjun Zhou, Yu Song, Chengpeng Ye, Pengyu Nie, Hao Ren, Jinghua Hao, Renqing He, Zhizhao Sun
The semi-black-box acceptance probability model is employed to forecast the relationship between the bonus allocated to order and its acceptance probability, the Lagrangian dual-based dynamic programming algorithm aims to calculate the empirical Lagrangian multiplier for each allocation stage offline based on the historical data set, and the online allocation algorithm uses the results attained in the offline part to calculate a proper delivery bonus for each order.
no code implementations • 9 Feb 2022 • Haodi Zhang, Chenyu Xu, Peirou Liang, Ke Duan, Hao Ren, Weibin Cheng, Kaishun Wu
Recent studies show that deep learning models achieve good performance on medical imaging tasks such as diagnosis prediction.
no code implementations • 24 Nov 2021 • Hao Ren, Ziqiang Zheng, Yang Wu, Hong Lu, Yang Yang, Ying Shan, Sai-Kit Yeung
The huge domain gap between sketches and photos and the highly abstract sketch representations pose challenges for sketch-based image retrieval (\underline{SBIR}).
no code implementations • 18 Sep 2019 • Hao Ren, Sai Krishnan Chandrasekar, Anitha Murugesan
Advances in the field of Machine Learning and Deep Neural Networks (DNNs) has enabled rapid development of sophisticated and autonomous systems.
1 code implementation • 29 Jan 2019 • Hao Ren, Jianlin Su, Hong Lu
In this paper, we propose a new image classification task called Top-2 classification to evaluate the generalization ability of CNNs and CapsNets.
1 code implementation • 22 Oct 2018 • Hao Ren, Hong Lu
Combined with our compositional weighted coding method and the routing algorithm, we design a neural network for text classification.
Ranked #2 on Text Classification on Sogou News