Ladder Siamese Network: a Method and Insights for Multi-level Self-Supervised Learning

Ryota Yoshihashi, Shuhei Nishimura, Dai Yonebayashi +3

Siamese-network-based self-supervised learning (SSL) suffers from slow convergence and instability in training. To alleviate this, we propose a framework to exploit intermediate se…