35 citations · 50 across the 8 of their papers we have counts for
8 papers
eProduct: A Million-Scale Visual Search Benchmark to Address Product Recognition Challenges
Jiangbo Yuan, An-Ti Chiang, Wen Tang +1
Large-scale product recognition is one of the major applications of computer vision and machine learning in the e-commerce domain. Since the number of products is typically much la…
Deep Transform and Metric Learning Networks
Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet +1
Based on its great successes in inference and denosing tasks, Dictionary Learning (DL) and its related sparse optimization formulations have garnered a lot of research interest. Wh…
Discovering Urban Functional Zones from Biased and Sparse Points of Interests and Sparse Human Activities
Wen Tang, Alireza Chakeri, Hamid Krim
With rapid development of socio-economics, the task of discovering functional zones becomes critical to better understand the interactions between social activities and spatial loc…
Deep Transform and Metric Learning Network: Wedding Deep Dictionary Learning and Neural Networks
Wen Tang, Emilie Chouzenoux, Jean-Christophe Pesquet +1
On account of its many successes in inference tasks and denoising applications, Dictionary Learning (DL) and its related sparse optimization problems have garnered a lot of researc…
Joint Concept Matching based Learning for Zero-Shot Recognition
Wen Tang, Ashkan Panahi, Hamid Krim
Zero-shot learning (ZSL) which aims to recognize unseen object classes by only training on seen object classes, has increasingly been of great interest in Machine Learning, and has…
Analysis Dictionary Learning: An Efficient and Discriminative Solution
Wen Tang, Ashkan Panahi, Hamid Krim +1
Discriminative Dictionary Learning (DL) methods have been widely advocated for image classification problems. To further sharpen their discriminative capabilities, most state-of-th…
Analysis Dictionary Learning based Classification: Structure for Robustness
Wen Tang, Ashkan Panahi, Hamid Krim +1
A discriminative structured analysis dictionary is proposed for the classification task. A structure of the union of subspaces (UoS) is integrated into the conventional analysis di…
Structured Analysis Dictionary Learning for Image Classification
Wen Tang, Ashkan Panahi, Hamid Krim +1
We propose a computationally efficient and high-performance classification algorithm by incorporating class structural information in analysis dictionary learning. To achieve more…