Search Results for author: Hua Meng

Found 2 papers, 1 papers with code

Interpreting Vulnerabilities of Multi-Instance Learning to Adversarial Perturbations

1 code implementation30 Nov 2022 Yu-Xuan Zhang, Hua Meng, Xue-Mei Cao, Zhengchun Zhou, Mei Yang, Avik Ranjan Adhikary

Through simulations, we have also shown the effectiveness of the proposed algorithms to fool the state-of-the-art (SOTA) MIL methods.

Anomaly Detection Image Classification +5

Restricted Boltzmann Machines with Gaussian Visible Units Guided by Pairwise Constraints

no code implementations13 Jan 2017 Jielei Chu, Hongjun Wang, Hua Meng, Peng Jin, Tianrui Li

To enhance the expression ability of traditional RBMs, in this paper, we propose pairwise constraints restricted Boltzmann machine with Gaussian visible units (pcGRBM) model, in which the learning procedure is guided by pairwise constraints and the process of encoding is conducted under these guidances.

Clustering

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