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Learning Fine-Grained Image Similarity with Deep Ranking
  • J. Wang, Yang Song, +5 authors Y. Wu
  • Computer Science
  • IEEE Conference on Computer Vision and Pattern…
  • 17 April 2014
We propose a deep ranking model that employs deep learning techniques to learn similarity metric directly from images. Expand
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MatchNet: Unifying feature and metric learning for patch-based matching
We propose a new state-of-the-art system for patch-based matching using deep convolutional networks that significantly improves on the previous results. Expand
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Deep Convolutional Ranking for Multilabel Image Annotation
In this work, we proposed to use ranking to train deep convolutional neural networks for multilabel image annotation problems. Expand
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Improving the Robustness of Deep Neural Networks via Stability Training
We present a general stability training method to stabilize deep networks against small input distortions that result from various types of common image processing, such as compression, rescaling, and cropping. Expand
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α2-Chimaerin, Cyclin-Dependent Kinase 5/p35, and Its Target Collapsin Response Mediator Protein-2 Are Essential Components in Semaphorin 3A-Induced Growth-Cone Collapse
Neurite outgrowth is influenced by positive and negative signals that include the semaphorins, an important family of axonal outgrowth inhibitors. Here we report that the Rac GTPase activatingExpand
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Finding Pictures of Objects in Large Collections of Images
This paper presents case studies illustrating an approach to determining image content that is capable of object classi cation. Expand
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Guanxi: Relationship Marketing in a Chinese Context
Contents * Foreword * Preface * Acknowledgments * Chapter 1. Introduction * Research Background * Research Objectives * Conceptual Framework and Research Boundary * Justifications for This Research *Expand
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A Tripartite Complex Containing MRCK Modulates Lamellar Actomyosin Retrograde Flow
Actomyosin retrograde flow underlies the contraction essential for cell motility. Retrograde flow in both lamellipodia and lamella is required for membrane protrusion and for force generation byExpand
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Actin-binding and Cell Proliferation Activities of Angiomotin Family Members Are Regulated by Hippo Pathway-mediated Phosphorylation*
Background: LATS kinase, one of the core kinases of Hippo pathway, phosphorylates and inactivates the downstream coactivator YAP/TAZ. Results: The angiomotin (Amot) family members are phosphorylatedExpand
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Treatment for Hepatocellular Carcinoma with Portal Vein Tumor Thrombosis: The Emerging Role for Radioembolization Using Yttrium-90
Background/Purpose: Patients with hepatocellular carcinoma (HCC) with portal vein tumor thrombosis (PVTT) have an extremely poor prognosis and relatively few treatment options. Method: During aExpand
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