Automatic Image Dataset Construction from Click-through Logs Using Deep Neural Network

By Yalong Bai, Kuiyuan Yang, Wei Yu, Chang Xu, Wei-Ying Ma, Tuo Zhao. 2015

32 citations recorded by the source corpus.

Subfields: Computer Vision and Pattern Recognition

How researchers see this paper

The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.

In Computer Vision and Pattern Recognition

1. Rameswar Panda
2. Yuji Roh
3. Niluthpol Chowdhury Mithun
4. Amit K. Roy-Chowdhury
5. Geon Heo
6. Steven Euijong Whang
7. Cordelia Schmid
8. Luc Van Gool

Citations in the corpus

• A Survey on Data Collection for Machine Learning: A Big Data - AI Integration Perspective (2018, background): “Synthetic Data Generative Adversarial Networks [57], [58], [59], [60], [61], [62] Policies [63], [64] Image [65], [66], [67], [68], [69], [70], [71] Text [72], [73], [74]”
• Generating Diverse Image Datasets with Limited Labeling (2016, background): “To address the issues stated above and inspired by streams of images available on the web, there has been lot of recent interest in learning directly from noisy web data [20, 28, 18, 4, 14, 15, 5] or automatically curating web images for creating a dataset [33, 23, 31, 6, 1].”