Context-Based Semantic-Aware Alignment for Semi-Supervised Multi-Label Learningby Heng-Bo Fan, Ming-Kun Xie, Jia-Hao Xiao, Sheng-Jun HuangFirst…
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representationby Sheng Xiang, Mingzhi Zhu, Dawei Cheng,…
Robust Semi-Supervised Learning in Open Environmentsby Lan-Zhe Guo, Lin-Han Jia, Jie-Jing Shao, Yu-Feng LiFirst submitted…
Probability-density-aware Semi-supervised Learningby Shuyang Liu, Ruiqiu Zheng, Yunhang Shen, Ke Li, Xing Sun, Zhou Yu,…
High-Dimensional Bayesian Optimization via Random Projection of Manifold Subspacesby Quoc-Anh Hoang Nguyen, Hung TranFirst submitted…
Uncertainty Quantification in Continual Open-World Learningby Amanda S. Rios, Ibrahima J. Ndiour, Parual Datta, Jaroslaw…
FedGAT: A Privacy-Preserving Federated Approximation Algorithm for Graph Attention Networksby Siddharth Ambekar, Yuhang Yao, Ryan…
SEREP: Semantic Facial Expression Representation for Robust In-the-Wild Capture and Retargetingby Arthur Josi, Luiz Gustavo…
CLDG: Contrastive Learning on Dynamic Graphsby Yiming Xu, Bin Shi, Teng Ma, Bo Dong, Haoyi…
SemiDFL: A Semi-Supervised Paradigm for Decentralized Federated Learningby Xinyang Liu, Pengchao Han, Xuan Li, Bo…