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Learning Paradigms

14,108 papers (9 classified directly here)

Subtopics

Transfer Learning (8,166) Few-Shot Learning (2,562) Meta-Learning (1,529) Federated Learning (1,360) Zero-Shot Learning (867) Multi-Task Learning (135) Continual Learning (118) Domain Adaptation (117) Self-Supervised Learning (100) Active Learning (75) Semi-Supervised Learning (41) Unsupervised Learning (26) In-Context Learning (19) Weakly Supervised Learning (11) Domain Generalization (9)

Papers per year

4
19
58
1128
2227
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Papers (including subtopics)

Efficient Transfer Learning Method for Automatic Hyperparameter Tuning AISTATS 2014
Inferring Analogous Attributes CVPR 2014
Quality Dynamic Human Body Modeling Using a Single Low-cost Depth Camera CVPR 2014
Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014
Model Transport: Towards Scalable Transfer Learning on Manifolds CVPR 2014
Recognizing RGB Images by Learning from RGB-D Data CVPR 2014
Instance-weighted Transfer Learning of Active Appearance Models CVPR 2014
Learning to Learn, from Transfer Learning to Domain Adaptation: A Unifying Perspective CVPR 2014
Associative Embeddings for Large-scale Knowledge Transfer with Self-assessment CVPR 2014
Enriching Visual Knowledge Bases via Object Discovery and Segmentation CVPR 2014
Video Event Detection by Inferring Temporal Instance Labels CVPR 2014
Reconstructing Evolving Tree Structures in Time Lapse Sequences CVPR 2014
Active Annotation Translation CVPR 2014
Prediction with Limited Advice and Multiarmed Bandits with Paid Observations ICML 2014
Learning the Consistent Behavior of Common Users for Target Node Prediction across Social Networks ICML 2014
Active Transfer Learning under Model Shift ICML 2014
An Extension of Slow Feature Analysis for Nonlinear Blind Source Separation JMLR 2014
Transfer Learning Decision Forests for Gesture Recognition JMLR 2014
Active Imitation Learning: Formal and Practical Reductions to I.I.D. Learning JMLR 2014
Batch Continuous-Time Trajectory Estimation as Exactly Sparse Gaussian Process Regression RSS 2014
Self-Calibration and Visual SLAM with a Multi-Camera System on a Micro Aerial Vehicle RSS 2014
Active Reward Learning RSS 2014
Robot Programming by Demonstration with Interactive Action Visualizations RSS 2014
Sequential Transfer in Multi-armed Bandit with Finite Set of Models NIPS 2013
A Novel Two-Step Method for Cross Language Representation Learning NIPS 2013