🤖 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
Learning a Deep Convolutional Network for Image Super-Resolution
Lecture Notes in Computer Science
Stereo Processing by Semiglobal Matching and Mutual Information
IEEE Transactions on Pattern Analysis and Machine Intelligence
Learning without Forgetting
IEEE Transactions on Pattern Analysis and Machine Intelligence
Expansive Learning at Work: Toward an activity theoretical reconceptualization
Journal of Education and Work
Dimensionality Reduction by Learning an Invariant Mapping
2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition - Volume 2 (CVPR'06)
Deep Learning in Remote Sensing: A Comprehensive Review and List of Resources
IEEE Geoscience and Remote Sensing Magazine
Comprehensive learning particle swarm optimizer for global optimization of multimodal functions
IEEE Transactions on Evolutionary Computation
The neural basis of human error processing: Reinforcement learning, dopamine, and the error-related negativity.
Psychological Review
FlowNet: Learning Optical Flow with Convolutional Networks
2015 IEEE International Conference on Computer Vision (ICCV)
Learning nonlinear operators via DeepONet based on the universal approximation theorem of operators
Nature Machine Intelligence
Least-Squares Fitting of Two 3-D Point Sets
IEEE Transactions on Pattern Analysis and Machine Intelligence
Simple statistical gradient-following algorithms for connectionist reinforcement learning
Machine Learning
Combining labeled and unlabeled data with co-training
Proceedings of the eleventh annual conference on Computational learning theory
Neural network ensembles
IEEE Transactions on Pattern Analysis and Machine Intelligence
Exploring Simple Siamese Representation Learning
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)