← Search

Young-Min Kim

3 accepted papers

2026

Anatomy-aware Representation Learning for Medical Ultrasound

ICLR 2026poster

Diagnostic accuracy of ultrasound imaging is limited by qualitative variability and its reliance on the expertise of medical professionals. Such challenges increase demand for computer-aided diagnostic systems that enhance diagnostic accuracy and efficiency. However, the unique texture and structura…

Cited by 0SourceScholar
2025

LittleBit: Ultra Low-Bit Quantization via Latent Factorization

NeurIPS 2025poster

Deploying large language models (LLMs) often faces challenges from substantial memory and computational costs. Quantization offers a solution, yet performance degradation in the sub-1-bit regime remains particularly difficult. This paper introduces LittleBit, a novel method for extreme LLM compressi…

Cited by 0SourceScholar
2020

Enhanced Haptic Sensations Using a Novel Electrostatic Vibration Actuator With Frequency Beating Phenomenon

RA-L 2020

Generating haptic sensations in large touch displays is highly desirable, yet producing them for such application is challenging with conventional haptic actuators used in hand-held devices. This study proposes an electrostatic actuator utilizing frequency beating phenomenon with the goals of genera

Cited by 8SourceScholar