Search Results for author: Kai Peng

Found 5 papers, 3 papers with code

Where Did the President Visit Last Week? Detecting Celebrity Trips from News Articles

1 code implementation17 Jul 2023 Kai Peng, Ying Zhang, Shuai Ling, Zhaoru Ke, Haipeng Zhang

Although news articles contain travel information of celebrities, it is not possible to perform large-scale and network-wise analysis due to the lack of automatic itinerary detection tools.

Boundary Unlearning

no code implementations21 Mar 2023 Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang

In this paper, we refocus our attention from the parameter space to the decision space of the DNN model, and propose Boundary Unlearning, a rapid yet effective way to unlearn an entire class from a trained DNN model.

Face Recognition Image Classification +1

For the Underrepresented in Gender Bias Research: Chinese Name Gender Prediction with Heterogeneous Graph Attention Network

1 code implementation1 Feb 2023 Zihao Pan, Kai Peng, Shuai Ling, Haipeng Zhang

We open-source a more balanced multi-character dataset from an official source together with our code, hoping to help future research promoting gender equality.

Gender Prediction Graph Attention

Boundary Unlearning: Rapid Forgetting of Deep Networks via Shifting the Decision Boundary

no code implementations CVPR 2023 Min Chen, Weizhuo Gao, Gaoyang Liu, Kai Peng, Chen Wang

In this paper, we refocus our attention from the parameter space to the decision space of the DNN model, and propose Boundary Unlearning, a rapid yet effective way to unlearn an entire class from a trained DNN model.

Face Recognition Image Classification +1

Logistic-ELM: A Novel Fault Diagnosis Method for Rolling Bearings

1 code implementation23 Apr 2022 Zhenhua Tan, Jingyu Ning, Kai Peng, Zhenche Xia, Danke Wu

In this paper, considering both requirements, we propose a novel fast fault diagnosis method for rolling bearings, based on extreme learning machine (ELM) and logistic mapping, named logistic-ELM.

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