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)

Lifelong Learning with Non-i.i.d. Tasks NeurIPS 2015 Metric Imitation by Manifold Transfer for Efficient Vision Applications CVPR 2015 Morphological Paradigms: Computational Structure and Unsupervised Learning NAACL 2015 On Identifying Good Options under Combinatorially Structured Feedback in Finite Noisy Environments ICML 2015 On Linear Structure From Motion for Light Field Cameras ICCV 2015 Online PCA with Spectral Bounds COLT 2015 On-the-Job Learning with Bayesian Decision Theory NeurIPS 2015 Ontological Supervision for Fine Grained Classification of Street View Storefronts CVPR 2015 Personalized Age Progression With Aging Dictionary ICCV 2015 Pose Induction for Novel Object Categories ICCV 2015 PoseNet: A Convolutional Network for Real-Time 6-DOF Camera Relocalization ICCV 2015 Predicting the Future Behavior of a Time-Varying Probability Distribution CVPR 2015 Reactive bandits with attitude AISTATS 2015 Robust Feature-Sample Linear Discriminant Analysis for Brain Disorders Diagnosis NeurIPS 2015 Rotating Your Face Using Multi-Task Deep Neural Network CVPR 2015 Semantic Pose Using Deep Networks Trained on Synthetic RGB-D ICCV 2015 Semi-Supervised Factored Logistic Regression for High-Dimensional Neuroimaging Data NeurIPS 2015 Similarity Gaussian Process Latent Variable Model for Multi-Modal Data Analysis ICCV 2015 Simultaneous Deep Transfer Across Domains and Tasks ICCV 2015 Streaming, Distributed Variational Inference for Bayesian Nonparametrics NeurIPS 2015 The Self-Normalized Estimator for Counterfactual Learning NeurIPS 2015 Unsupervised Domain Adaptation for Zero-Shot Learning ICCV 2015 Unsupervised Learning by Program Synthesis NeurIPS 2015 Unsupervised Learning of Video Representations using LSTMs ICML 2015 WASP: Scalable Bayes via barycenters of subset posteriors AISTATS 2015