conftrace_

Learning Paradigms

14,967 papers (9 classified directly here)

Subtopics · a paper can sit in several, so these overlap

Transfer Learning (8,172) Few-Shot Learning (2,681) Meta-Learning (1,719) Federated Learning (1,560) Zero-Shot Learning (878) Continual Learning (189) Domain Adaptation (184) Self-Supervised Learning (158) Active Learning (154) Multi-Task Learning (145) Semi-Supervised Learning (86) In-Context Learning (53) Unsupervised Learning (53) Domain Generalization (26) Weakly Supervised Learning (23)

Papers per year

3

2

4

12

24

14

20

29

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

'10

'15

'20

'25

Papers (including subtopics)

Reshaping Visual Datasets for Domain Adaptation NeurIPS 2013 Reward Mapping for Transfer in Long-Lived Agents NeurIPS 2013 Robust Transfer Principal Component Analysis with Rank Constraints NeurIPS 2013 Selective Transfer Machine for Personalized Facial Action Unit Detection CVPR 2013 Semantic Transform: Weakly Supervised Semantic Inference for Relating Visual Attributes ICCV 2013 Semi-supervised Domain Adaptation with Instance Constraints CVPR 2013 Sequential Transfer in Multi-armed Bandit with Finite Set of Models NeurIPS 2013 Stability and Hypothesis Transfer Learning ICML 2013 Subspace Interpolation via Dictionary Learning for Unsupervised Domain Adaptation CVPR 2013 Tensor Analyzers ICML 2013 Thompson Sampling in Switching Environments with Bayesian Online Change Detection AISTATS 2013 Transfer Feature Learning with Joint Distribution Adaptation ICCV 2013 Transfer Learning in a Transductive Setting NeurIPS 2013 Transfer Sparse Coding for Robust Image Representation CVPR 2013 Transportability from Multiple Environments with Limited Experiments NeurIPS 2013 Unsupervised Intrinsic Calibration of Depth Sensors via SLAM RSS 2013 Unsupervised Structure Learning of Stochastic And-Or Grammars NeurIPS 2013 Visual Concept Learning: Combining Machine Vision and Bayesian Generalization on Concept Hierarchies NeurIPS 2013 Write a Classifier: Zero-Shot Learning Using Purely Textual Descriptions ICCV 2013 YouTube2Text: Recognizing and Describing Arbitrary Activities Using Semantic Hierarchies and Zero-Shot Recognition ICCV 2013 Zero-Shot Learning Through Cross-Modal Transfer NeurIPS 2013 A Case Study on Meta-Generalising: A Gaussian Processes Approach JMLR 2012 Active Comparison of Prediction Models NeurIPS 2012 Active Learning from Multiple Knowledge Sources AISTATS 2012 Active Learning of Model Evidence Using Bayesian Quadrature NeurIPS 2012