🤖 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
Physics-informed neural networks: A deep learning framework for solving forward and inverse problems involving nonlinear partial differential equations
Journal of Computational Physics
DeepLab: Semantic Image Segmentation with Deep Convolutional Nets, Atrous Convolution, and Fully Connected CRFs
IEEE Transactions on Pattern Analysis and Machine Intelligence
The Nature of Statistical Learning Theory
Learning Phrase Representations using RNN Encoder–Decoder for Statistical Machine Translation
Proceedings of the 2014 Conference on Empirical Methods in Natural Language Processing (EMNLP)
A theory for multiresolution signal decomposition: the wavelet representation
IEEE Transactions on Pattern Analysis and Machine Intelligence
SegNet: A Deep Convolutional Encoder-Decoder Architecture for Image Segmentation
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exploration and Exploitation in Organizational Learning
Organization Science
Xception: Deep Learning with Depthwise Separable Convolutions
2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR)
Distributed Optimization and Statistical Learning via the Alternating Direction Method of Multipliers
Foundations and Trends® in Machine Learning
Deep learning in neural networks: An overview
Neural Networks
A method for registration of 3-D shapes
IEEE Transactions on Pattern Analysis and Machine Intelligence
A Decision-Theoretic Generalization of On-Line Learning and an Application to Boosting
Journal of Computer and System Sciences
Support-Vector Networks
Machine Learning
A survey on deep learning in medical image analysis
Medical Image Analysis
An Organizational Learning Framework: From Intuition to Institution
The Academy of Management Review