1 citations · 1 across the 1 of their papers we have counts for
2 papers
cs.LG2024★ 1 cited
Asymptotic Midpoint Mixup for Margin Balancing and Moderate Broadening
Hoyong Kim, Semi Lee, Kangil Kim
In the feature space, the collapse between features invokes critical problems in representation learning by remaining the features undistinguished. Interpolation-based augmentation…
cs.LG2023
Revisiting Softmax Masking: Stop Gradient for Enhancing Stability in Replay-based Continual Learning
Hoyong Kim, Minchan Kwon, Kangil Kim
In replay-based methods for continual learning, replaying input samples in episodic memory has shown its effectiveness in alleviating catastrophic forgetting. However, the potentia…