6 citations · 6 across the 4 of their papers we have counts for
4 papers
Attention on Global-Local Representation Spaces in Recommender Systems
Munlika Rattaphun, Wen-Chieh Fang, Chih-Yi Chiu
In this study, we present a novel clustering-based collaborative filtering (CF) method for recommender systems. Clustering-based CF methods can effectively deal with data sparsity…
Effective and Efficient Indexing in Cross-Modal Hashing-Based Datasets
Sarawut Markchit, Chih-Yi Chiu
To overcome the barrier of storage and computation, the hashing technique has been widely used for nearest neighbor search in multimedia retrieval applications recently. Particular…
Learning to Index for Nearest Neighbor Search
Chih-Yi Chiu, Amorntip Prayoonwong, Yin-Chih Liao
In this study, we present a novel ranking model based on learning neighborhood relationships embedded in the index space. Given a query point, conventional approximate nearest neig…
Unifying and Merging Well-trained Deep Neural Networks for Inference Stage
Yi-Min Chou, Yi-Ming Chan, Jia-Hong Lee +2
We propose a novel method to merge convolutional neural-nets for the inference stage. Given two well-trained networks that may have different architectures that handle different ta…