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)

Stable Learning in Coding Space for Multi-Class Decoding and Its Extension for Multi-Class Hypothesis Transfer Learning CVPR 2014 Transfer Learning Decision Forests for Gesture Recognition JMLR 2014 Transportability from Multiple Environments with Limited Experiments: Completeness Results NeurIPS 2014 Video Event Detection by Inferring Temporal Instance Labels CVPR 2014 Zero-shot recognition with unreliable attributes NeurIPS 2014 Active Learning for Probabilistic Hypotheses Using the Maximum Gibbs Error Criterion NeurIPS 2013 Active Learning of an Action Detector from Untrimmed Videos ICCV 2013 Adaptive Active Learning for Image Classification CVPR 2013 Adaptive Crowdsourcing Algorithms for the Bandit Survey Problem COLT 2013 Analyzing the Harmonic Structure in Graph-Based Learning NeurIPS 2013 A Novel Two-Step Method for Cross Language Representation Learning NeurIPS 2013 A Practical Transfer Learning Algorithm for Face Verification ICCV 2013 Auditing: Active Learning with Outcome-Dependent Query Costs NeurIPS 2013 Buy-in-Bulk Active Learning NeurIPS 2013 Collaborative hyperparameter tuning ICML 2013 Cross-View Action Recognition over Heterogeneous Feature Spaces ICCV 2013 Deep Gaussian Processes AISTATS 2013 Discriminative Segment Annotation in Weakly Labeled Video CVPR 2013 Discriminative Transfer Learning with Tree-based Priors NeurIPS 2013 Dropout Training as Adaptive Regularization NeurIPS 2013 Expensive Function Optimization with Stochastic Binary Outcomes ICML 2013 Fingerspelling Recognition with Semi-Markov Conditional Random Fields ICCV 2013 From N to N+1: Multiclass Transfer Incremental Learning CVPR 2013 From Semi-supervised to Transfer Counting of Crowds ICCV 2013 Gaussian Process-Based Decentralized Data Fusion and Active Sensing for Mobility-on-Demand System RSS 2013