150 citations · 221 across the 19 of their papers we have counts for
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cs.CV2015★ 3 cited
Bilinear Random Projections for Locality-Sensitive Binary Codes
Saehoon Kim, Seungjin Choi
Locality-sensitive hashing (LSH) is a popular data-independent indexing method for approximate similarity search, where random projections followed by quantization hash the points…
cs.CV2015★ 2 cited
Learning to Select Pre-Trained Deep Representations with Bayesian Evidence Framework
Yong-Deok Kim, Taewoong Jang, Bohyung Han +1
We propose a Bayesian evidence framework to facilitate transfer learning from pre-trained deep convolutional neural networks (CNNs). Our framework is formulated on top of a least s…
cs.CV2013
Regularized Discriminant Embedding for Visual Descriptor Learning
Kye-Hyeon Kim, Rui Cai, Lei Zhang +1
Images can vary according to changes in viewpoint, resolution, noise, and illumination. In this paper, we aim to learn representations for an image, which are robust to wide change…