3 papers
cs.LG2026
Adaptive Selection of LoRA Components in Privacy-Preserving Federated Learning
Myoungjun Kim, Sangwoo Park, Yoseob Han +1
Differentially private federated fine-tuning of large models with LoRA suffers from aggregation error caused by LoRA's multiplicative structure, which is further amplified by DP no…
cs.LG2025
Hierarchical Decomposed Dual-domain Deep Learning for Sparse-View CT Reconstruction
Yoseob Han
Objective: X-ray computed tomography employing sparse projection views has emerged as a contemporary technique to mitigate radiation dose. However, due to the inadequate number of…
cs.IR2024
Distance Sampling-based Paraphraser Leveraging ChatGPT for Text Data Manipulation
Yoori Oh, Yoseob Han, Kyogu Lee
There has been growing interest in audio-language retrieval research, where the objective is to establish the correlation between audio and text modalities. However, most audio-tex…