1 citations · 2 across the 7 of their papers we have counts for
8 papers
EMHO: EMbodied Agent Harness Optimization via Experience Traces
Hyun Jung Lee, Jungtaek Kim, Jongwon Jeong +3
Improving embodied agents often focuses on optimizing the underlying model through training, while the surrounding agent harness that controls planning, context, and tool use is ty…
Your Embedding Model is SMARTer Than You Think
Jianrui Zhang, Hyun Jung Lee, Sukanta Ganguly +3
Multimodal retrieval relies heavily on single-vector retrievers, which compress rich, sequential token sequences into one single global representation. While efficient, they discar…
Treatment Stitching with Schrödinger Bridge for Enhancing Offline Reinforcement Learning in Adaptive Treatment Strategies
Dong-Hee Shin, Deok-Joong Lee, Young-Han Son +1
Adaptive treatment strategies (ATS) are sequential decision-making processes that enable personalized care by dynamically adjusting treatment decisions in response to evolving pati…
DART: Disease-aware Image-Text Alignment and Self-correcting Re-alignment for Trustworthy Radiology Report Generation
Sang-Jun Park, Keun-Soo Heo, Dong-Hee Shin +3
The automatic generation of radiology reports has emerged as a promising solution to reduce a time-consuming task and accurately capture critical disease-relevant findings in X-ray…
Multi-modal Contrastive Learning for Tumor-specific Missing Modality Synthesis
Minjoo Lim, Bogyeong Kang, Tae-Eui Kam
Multi-modal magnetic resonance imaging (MRI) is essential for providing complementary information about brain anatomy and pathology, leading to more accurate diagnoses. However, ob…
Toward Robust Canine Cardiac Diagnosis: Deep Prototype Alignment Network-Based Few-Shot Segmentation in Veterinary Medicine
Jun-Young Oh, In-Gyu Lee, Tae-Eui Kam +1
In the cutting-edge domain of medical artificial intelligence (AI), remarkable advances have been achieved in areas such as diagnosis, prediction, and therapeutic interventions. De…
DeepHealthNet: Adolescent Obesity Prediction System Based on a Deep Learning Framework
Ji-Hoon Jeong, In-Gyu Lee, Sung-Kyung Kim +3
Childhood and adolescent obesity rates are a global concern because obesity is associated with chronic diseases and long-term health risks. Artificial intelligence technology has e…
Multi-view Cross-Modality MR Image Translation for Vestibular Schwannoma and Cochlea Segmentation
Bogyeong Kang, Hyeonyeong Nam, Ji-Wung Han +2
In this work, we propose a multi-view image translation framework, which can translate contrast-enhanced T1 (ceT1) MR imaging to high-resolution T2 (hrT2) MR imaging for unsupervis…