77 citations · 168 across the 24 of their papers we have counts for
4 papers · 1 filter
Noisy -Sparse Subspace Clustering on Dimensionality Reduced Data
Yingzhen Yang, Ping Li
Sparse subspace clustering methods with sparsity induced by -norm, such as -Sparse Subspace Clustering (-SSC)~\citep{YangFJYH16-L0SSC-ijcv}, are demon…
Bayesian Robust Graph Contrastive Learning
Yancheng Wang, Yingzhen Yang
Graph Neural Networks (GNNs) have been widely used to learn node representations and with outstanding performance on various tasks such as node classification. However, noise, whic…
Benchmark of DNN Model Search at Deployment Time
Lixi Zhou, Arindam Jain, Zijie Wang +3
Deep learning has become the most popular direction in machine learning and artificial intelligence. However, the preparation of training data, as well as model training, are often…
Adaptive Cross-Layer Attention for Image Restoration
Yancheng Wang, Ning Xu, Yingzhen Yang
Non-local attention module has been proven to be crucial for image restoration. Conventional non-local attention processes features of each layer separately, so it risks missing co…