2 papers
cs.CV2026
Reducing Bias and Variance: Generative Semantic Guidance and Bi-Layer Ensemble for Image Clustering
Feijiang Li, Zhenxiong Li, Jieting Wang +3
Image clustering aims to partition unlabeled image datasets into distinct groups. A core aspect of this task is constructing and leveraging prior knowledge to guide the clustering…
cs.AI2025
Hybrid Causal Identification and Causal Mechanism Clustering
Saixiong Liu, Yuhua Qian, Jue Li +2
Bivariate causal direction identification is a fundamental and vital problem in the causal inference field. Among binary causal methods, most methods based on additive noise only u…