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Jeongwoo Park

4 accepted papers

2026

REMEDIS: A Clinical AI Framework for Retinal Disease Diagnosis with Explainable Fundus Image Analysis

AAAI 2026technical

Timely detection of retinal diseases is crucial for preventing vision loss; yet the limited availability of ophthalmologists and disparities in access to diagnostic services continue to hinder widespread screening, particularly in primary care settings. We present REMEDIS, a Software-as-a-Service (S

Cited by 0SourcePDFScholar
2025

Stop-N-Go: Search-Based Conflict Resolution for Motion Planning of Multiple Robotic Manipulators

ICRA 2025

We address the motion planning problem for multiple robotic manipulators in packed environments where shared workspace can result in goal positions occupied or blocked by other robots unless those other robots move away to make the goal positions free. While planning in a coupled configuration space

Cited by 3SourceScholar
2022

Toward Efficient Low-Precision Training: Data Format Optimization and Hysteresis Quantization

ICLR 2022poster

As the complexity and size of deep neural networks continue to increase, low-precision training has been extensively studied in the last few years to reduce hardware overhead. Training performance is largely affected by the numeric formats representing different values in low-precision training, but…

Cited by 13SourcePDFScholar
2021

Activation Sharing with Asymmetric Paths Solves Weight Transport Problem without Bidirectional Connection

NeurIPS 2021poster

One of the reasons why it is difficult for the brain to perform backpropagation (BP) is the weight transport problem, which argues forward and feedback neurons cannot share the same synaptic weights during learning in biological neural networks. Recently proposed algorithms address the weight transp…

Cited by 2SourcePDFScholar