Search Results for author: Haoyu Jiang

Found 4 papers, 1 papers with code

OCGEC: One-class Graph Embedding Classification for DNN Backdoor Detection

1 code implementation4 Dec 2023 Haoyu Jiang, Haiyang Yu, Nan Li, Ping Yi

We then pre-train a generative self-supervised graph autoencoder (GAE) to better learn the features of benign models in order to detect backdoor models without knowing the attack strategy.

backdoor defense Graph Embedding +2

CN-Celeb-AV: A Multi-Genre Audio-Visual Dataset for Person Recognition

no code implementations25 May 2023 Lantian Li, Xiaolou Li, Haoyu Jiang, Chen Chen, Ruihai Hou, Dong Wang

A comprehensive study was conducted to compare CN-Celeb-AV with two popular public AVPR benchmark datasets, and the results demonstrated that CN-Celeb-AV is more in line with real-world scenarios and can be regarded as a new benchmark dataset for AVPR research.

Person Recognition

The Stochastic Proximal Distance Algorithm

no code implementations21 Oct 2022 Haoyu Jiang, Jason Xu

Stochastic versions of proximal methods have gained much attention in statistics and machine learning.

Swin Transformer coupling CNNs Makes Strong Contextual Encoders for VHR Image Road Extraction

no code implementations10 Jan 2022 Tao Chen, Yiran Liu, Haoyu Jiang, Ruirui Li

While CNN excels at extracting local detail features, the Transformer naturally perceives global contextual information.

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