Dataset fingerprints: Exploring image collections through data mining
By Konstantinos Rematas, Basura Fernando, Frank Dellaert, Tinne Tuytelaars. 2015
29 citations recorded by the source corpus.
Subfields: Artificial Intelligence, Computer Vision and Pattern Recognition, Evaluation & Benchmarks
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Artificial Intelligence
- Abhinav Kumar Gupta
- Devi Parikh
- Trevor Darrell
- Dhruv Batra
- Mohit Bansal
- Jianfeng Gao
- Sergey Levine
- Dacheng Tao
In Computer Vision and Pattern Recognition
- Luc Van Gool
- Abhinav Kumar Gupta
- Trevor Darrell
- Dacheng Tao
- Devi Parikh
- Xiaogang Wang
- Andrew Zisserman
- Jitendra Malik
In Evaluation & Benchmarks
- Abhinav Kumar Gupta
- Dhruv Batra
- Carl Doersch
- Devi Parikh
- Jianwei Yang
- Alexei A. Efros
- Trevor Darrell
- Yejin Choi
Citations in the corpus
- Unsupervised Visual Representation Learning by Context Prediction (2015, background): “Many other approaches [20, 27, 16] focus on defining similarity metrics which can be used in more standard clustering algorithms; [42], for instance, re-casts the problem as frequent itemset mining.”
- Joint Unsupervised Learning of Deep Representations and Image Clusters (2016, background): “Deep Representation Learning Many works use raw image intensity or hand-crafted features [9, 18, 19, 23, 42, 50] combined with conventional clustering methods.”