13 citations · 29 across the 6 of their papers we have counts for
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cs.CV2023★ 7 cited
SymBa: Symmetric Backpropagation-Free Contrastive Learning with Forward-Forward Algorithm for Optimizing Convergence
Heung-Chang Lee, Jeonggeun Song
The paper proposes a new algorithm called SymBa that aims to achieve more biologically plausible learning than Back-Propagation (BP). The algorithm is based on the Forward-Forward…
cs.CV2022★ 3 cited
X-ViT: High Performance Linear Vision Transformer without Softmax
Jeonggeun Song, Heung-Chang Lee
Vision transformers have become one of the most important models for computer vision tasks. Although they outperform prior works, they require heavy computational resources on a sc…