Visual Attributes

Introduction to Visual Attributes
Rogerio Feris, Christoph Lampert, and Devi Parikh

Part I: Attribute-Based Recognition

An Embarrassingly Simple Approach to Zero-Shot Learning
Bernardino Romera-Paredes and Philip H. S. Torr

In the Era of Deep Convolutional Features: Are Attributes still Useful Privileged Data?
Viktoriia Sharmanska and Novi Quadrianto

Divide, Share, and Conquer: Multi-Task Attribute Learning with Selective Sharing
Chao-Yeh Chen, Dinesh Jayaraman, Fei Sha, and Kristen Grauman

Part II: Relative Attributes and their Application to Image Search

Attributes for Image Retrieval
Adriana Kovashka and Kristen Grauman

Localizing and Visualizing Relative Attributes
Fanyi Xiao and Yong Jae Lee

Part III: Describing People Based on Attributes

Visual Attributes for Fashion Analytics
Si Liu, Lisa Brown, Qiang Chen, Junshi Huang, Luoqi Liu, and Shuicheng Yan

Part IV: Defining a Vocabulary of Attributes

A Taxonomy of Part and Attribute Discovery Techniques
Subhransu Maji

The SUN Attribute Database: Organizing Scenes by Affordances, Materials, and Layout
Genevieve Patterson and James Hays

Part V: Attributes and Language

Attributes as Semantic Units Between Natural Language and Visual Recognition
Marcus Rohrbach

Grounding the Meaning of Words with Visual Attributes
Carina Silberer