NCL++: Nested Collaborative Learning for long-tailed visual recognition

Visualizing Data using t-SNE

Laurens van der Maaten, Geoffrey E. Hinton · Journal of Machine Learning Research · 2008 · 35.7K citations

Engineering, Data Visualization, Data Exploration +16

SMOTE: Synthetic Minority Over-sampling Technique

Nitesh V. Chawla, Kevin W. Bowyer, Lawrence Hall et al. · Journal of Artificial Intelligence Research · 2002 · 29.6K citations · Full text

Distilling the Knowledge in a Neural Network

Geoffrey E. Hinton, Oriol Vinyals · arXiv (Cornell University) · 2015 · 13.9K citations · Full text

Artificial Intelligence, Engineering, Machine Learning +19

Learning from Imbalanced Data

Haibo He, Edwardo A. Garcia · IEEE Transactions on Knowledge and Data Engineering · 2009 · 9.2K citations

Engineering, Machine Learning, Critical Review +18

Places: A 10 Million Image Database for Scene Recognition

Bolei Zhou, Àgata Lapedriza, Aditya Khosla et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2017 · 3.9K citations · Full text

Convolutional Neural Network, Scene Analysis, Engineering +17