2 papers
cs.LG2026
SDSC:A Structure-Aware Metric for Semantic Signal Representation Learning
Jeyoung Lee, Hochul Kang
We propose the Signal Dice Similarity Coefficient (SDSC), a structure-aware metric function for time series self-supervised representation learning. Most Self-Supervised Learning (…
eess.SP2025
SYNAPSE: Synergizing an Adapter and Finetuning for High-Fidelity EEG Synthesis from a CLIP-Aligned Encoder
Jeyoung Lee, Hochul Kang
Recent progress in diffusion-based generative models has enabled high-quality image synthesis conditioned on diverse modalities. Extending such models to brain signals could deepen…