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Youngseok Yoon

3 accepted papers

2025

MemDistill: Distilling LiDAR Knowledge into Memory for Camera-Only 3D Object Detection

ICCV 2025poster

Camera-based 3D object detection has gained attention for its cost-effectiveness, but it in general lags behind LiDAR-based approaches due to its lack of explicit 3D spatial cues. To take the best of both camera- and LiDAR-based detectors, we propose MemDistill, a novel cross-modal knowledge distill…

Cited by 0SourcePDFScholar
2021

Chebyshev Polynomial Codes: Task Entanglement-based Coding for Distributed Matrix Multiplication

ICML 2021spotlight

Distributed computing has been a prominent solution to efficiently process massive datasets in parallel. However, the existence of stragglers is one of the major concerns that slows down the overall speed of distributed computing. To deal with this problem, we consider a distributed matrix multiplic…

Cited by 13SourcePDFScholar