🤖 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
Deep Learning Techniques for Automatic MRI Cardiac Multi-Structures Segmentation and Diagnosis: Is the Problem Solved?
IEEE Transactions on Medical Imaging
A schema theory of discrete motor skill learning.
Psychological Review
One-shot learning of object categories
IEEE Transactions on Pattern Analysis and Machine Intelligence
Test-Enhanced Learning
Psychological Science
Neuronlike adaptive elements that can solve difficult learning control problems
IEEE Transactions on Systems, Man, and Cybernetics
A model for Pavlovian learning: Variations in the effectiveness of conditioned but not of unconditioned stimuli.
Psychological Review
Attentional requirements of learning: Evidence from performance measures
Cognitive Psychology
Generating fuzzy rules by learning from examples
IEEE Transactions on Systems, Man, and Cybernetics
Understanding deep learning (still) requires rethinking generalization
Communications of the ACM
Detecting faces in images: a survey
IEEE Transactions on Pattern Analysis and Machine Intelligence
AutoAugment: Learning Augmentation Strategies From Data
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)
Learning Entity and Relation Embeddings for Knowledge Graph Completion
Proceedings of the AAAI Conference on Artificial Intelligence
Learning to predict by the methods of temporal differences
Machine Learning
NEURAL MECHANISMS OF ADDICTION: The Role of Reward-Related Learning and Memory
Annual Review of Neuroscience
Image Segmentation Using Deep Learning: A Survey
IEEE Transactions on Pattern Analysis and Machine Intelligence