3 papers
cs.LG2026
Beware of the Batch Size: Hyperparameter Bias in Evaluating LoRA
Sangyoon Lee, Jaeho Lee
Low-rank adaptation (LoRA) is a standard approach for fine-tuning large language models, yet its many variants report conflicting empirical gains, often on the same benchmarks. We…
eess.IV2026
Multi-frame Restoration for 10 Hz Lissajous Confocal Laser Endomicroscopy
Minhee Lee, Sangyoon Lee, Jiwook Lee +4
Lissajous confocal laser endomicroscopy (CLE) is a promising solution for high-speed in vivo optical biopsy for handheld scenarios. However, Lissajous scanning traces a resonant tr…
cs.LG2026
Fast Training of Sinusoidal Neural Fields via Scaling Initialization
Taesun Yeom, Sangyoon Lee, Jaeho Lee
Neural fields are an emerging paradigm that represent data as continuous functions parameterized by neural networks. Despite many advantages, neural fields often have a high traini…