Search Results for author: Jiwon Lee

Found 5 papers, 1 papers with code

A Learnable Counter-condition Analysis Framework for Functional Connectivity-based Neurological Disorder Diagnosis

no code implementations6 Oct 2023 Eunsong Kang, Da-Woon Heo, Jiwon Lee, Heung-Il Suk

Most existing frameworks consist of three stages, namely, feature selection, feature extraction for classification, and analysis, where each stage is implemented separately.

Explainable Models feature selection

GROW: A Row-Stationary Sparse-Dense GEMM Accelerator for Memory-Efficient Graph Convolutional Neural Networks

no code implementations1 Mar 2022 Ranggi Hwang, Minhoo Kang, Jiwon Lee, Dongyun Kam, Youngjoo Lee, Minsoo Rhu

Graph convolutional neural networks (GCNs) have emerged as a key technology in various application domains where the input data is relational.

LOSTIN: Logic Optimization via Spatio-Temporal Information with Hybrid Graph Models

1 code implementation20 Jan 2022 Nan Wu, Jiwon Lee, Yuan Xie, Cong Hao

Despite the stride made by machine learning (ML) based performance modeling, two major concerns that may impede production-ready ML applications in EDA are stringent accuracy requirements and generalization capability.

Rethinking Generalization Performance of Surgical Phase Recognition with Expert-Generated Annotations

no code implementations22 Oct 2021 Seungbum Hong, Jiwon Lee, Bokyung Park, Ahmed A. Alwusaibie, Anwar H. Alfadhel, Sunghyun Park, Woo Jin Hyung, Min-Kook Choi

For gastrectomy for gastric cancer has more complex twenty-one surgical phases, we generate consensus annotation by the revision process with five specialists.

Surgical phase recognition

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