🤖 Machine Learning Papers
Scholarly works matching "machine learning" in Crossref, sorted by the number of times other DOI-registered works cite them. Citation counts come from Crossref and are usually lower than Google Scholar figures.
500 top-cited papers indexed
A Fast Learning Algorithm for Deep Belief Nets
Neural Computation
Bagging predictors
Machine Learning
Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images
IEEE Transactions on Pattern Analysis and Machine Intelligence
Multiresolution gray-scale and rotation invariant texture classification with local binary patterns
IEEE Transactions on Pattern Analysis and Machine Intelligence
A flexible new technique for camera calibration
IEEE Transactions on Pattern Analysis and Machine Intelligence
Extreme learning machine: Theory and applications
Neurocomputing
A survey on Image Data Augmentation for Deep Learning
Journal of Big Data
Learning the parts of objects by non-negative matrix factorization
Nature
An algorithm for the machine calculation of complex Fourier series
Mathematics of Computation
Normalized cuts and image segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Representation Learning: A Review and New Perspectives
IEEE Transactions on Pattern Analysis and Machine Intelligence
Momentum Contrast for Unsupervised Visual Representation Learning
2020 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Stochastic Network Optimization with Application to Communication and Queueing Systems
Synthesis Lectures on Learning, Networks, and Algorithms
nnU-Net: a self-configuring method for deep learning-based biomedical image segmentation
Nature Methods
BLEU
Proceedings of the 40th Annual Meeting on Association for Computational Linguistics - ACL '02