IEEE

Rethinking Graph Contrastive Learning: An Efficient Single-View Approach via Instance Discrimination

Abstract: With the successful integration of contrastive learning and graph neural networks, graph contrastive learning (GCL) has demonstrated superior performance in graph representation learning.
IEEE

S²Former-OR: Single-Stage Bi-Modal Transformer for Scene Graph Generation in OR

Abstract: Scene graph generation (SGG) of surgical procedures is crucial in enhancing holistically cognitive intelligence in the operating room (OR). However, previous works have primarily relied on ...