no code implementations • ECCV 2018 • Wonsik Kim, Bhavya Goyal, Kunal Chawla, Jungmin Lee, Keunjoo Kwon
Deep metric learning aims to learn an embedding function, modeled as deep neural network.
Ranked #7 on Image Retrieval on In-Shop
no code implementations • 29 Nov 2016 • Byeongjoo Ahn, Tae Hyun Kim, Wonsik Kim, Kyoung Mu Lee
We also provide a novel analysis on the blur kernel at object boundaries, which shows the distinctive characteristics of the blur kernel that cannot be captured by conventional blur models.
no code implementations • CVPR 2015 • Wonsik Kim, Kyoung Mu Lee
However, not much research efforts has been done on the generation of "good" proposals, especially for non-metric energy functions.
no code implementations • CVPR 2014 • Wonsik Kim, Kyoung Mu Lee
To come up with faster sampling method, we investigate two ideas: breaking detailed balance and updating multiple nodes at a time.