5 citations · 6 across the 2 of their papers we have counts for
2 papers
cs.LG2024★ 5 cited
-MICL: Understanding and Generalizing InfoNCE-based Contrastive Learning
Yiwei Lu, Guojun Zhang, Sun Sun +2
In self-supervised contrastive learning, a widely-adopted objective function is InfoNCE, which uses the heuristic cosine similarity for the representation comparison, and is closel…
cs.LG2022★ 1 cited
SoftEdge: Regularizing Graph Classification with Random Soft Edges
Hongyu Guo, Sun Sun
Augmented graphs play a vital role in regularizing Graph Neural Networks (GNNs), which leverage information exchange along edges in graphs, in the form of message passing, for lear…