CLIP-guided continual novel class discovery

Deep Residual Learning for Image Recognition

Kaiming He, Xiangyu Zhang, Shaoqing Ren et al. · 2016 · 214.9K citations · Full text

Image Classification, Deep Neural Networks, Machine Vision +14

ImageNet Large Scale Visual Recognition Challenge

Olga Russakovsky, Jia Deng, Hao Su et al. · International Journal of Computer Vision · 2015 · 39.5K citations

Image Classification, Convolutional Neural Network, Machine Vision +7

The Hungarian method for the assignment problem

Harold W. Kuhn · Naval Research Logistics Quarterly · 1955 · 12.2K citations

Mathematical Programming, Engineering, Numerical Scores +13

Overcoming catastrophic forgetting in neural networks

James Kirkpatrick, Razvan Pascanu, Neil C. Rabinowitz et al. · Proceedings of the National Academy of Sciences · 2017 · 6.7K citations · Full text

Artificial Intelligence, Learning Problem, Cognitive Science +15

CutMix: Regularization Strategy to Train Strong Classifiers With Localizable Features

Sangdoo Yun, Dongyoon Han, Sanghyuk Chun et al. · 2019 · 4.5K citations

Regional Dropout, Convolutional Neural Network, Engineering +20