2 papers
cs.LG2025
ASNN: Learning to Suggest Neural Architectures from Performance Distributions
Jinwook Hong
The architecture of a neural network (NN) plays a critical role in determining its performance. However, there is no general closed-form function that maps between network structur…
cs.CV2024
GTA: Guided Transfer of Spatial Attention from Object-Centric Representations
SeokHyun Seo, Jinwoo Hong, JungWoo Chae +2
Utilizing well-trained representations in transfer learning often results in superior performance and faster convergence compared to training from scratch. However, even if such go…