🤖 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 review on the attention mechanism of deep learning
Neurocomputing
Fast Learning in Networks of Locally-Tuned Processing Units
Neural Computation
MonoSLAM: Real-Time Single Camera SLAM
IEEE Transactions on Pattern Analysis and Machine Intelligence
Biological structure and function emerge from scaling unsupervised learning to 250 million protein sequences
Proceedings of the National Academy of Sciences
Predicting the Future — Big Data, Machine Learning, and Clinical Medicine
New England Journal of Medicine
Human3.6M: Large Scale Datasets and Predictive Methods for 3D Human Sensing in Natural Environments
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Learning Algorithm for Continually Running Fully Recurrent Neural Networks
Neural Computation
Practical Secure Aggregation for Privacy-Preserving Machine Learning
Proceedings of the 2017 ACM SIGSAC Conference on Computer and Communications Security
What is the role of dopamine in reward: hedonic impact, reward learning, or incentive salience?
Brain Research Reviews
Learning to Prompt for Vision-Language Models
International Journal of Computer Vision
Text categorization with Support Vector Machines: Learning with many relevant features
Lecture Notes in Computer Science
Problem-Based Learning: What and How Do Students Learn?
Educational Psychology Review
Learning Internal Representations by Error Propagation
A scaled conjugate gradient algorithm for fast supervised learning
Neural Networks
Improved protein structure prediction using potentials from deep learning
Nature