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)

Memory Efficient Meta-Learning with Large Images NeurIPS 2021 Memory Oriented Transfer Learning for Semi-Supervised Image Deraining CVPR 2021 Mention Flags (MF): Constraining Transformer-based Text Generators ACL 2021 MERLOT: Multimodal Neural Script Knowledge Models NeurIPS 2021 Meta-Adaptive Nonlinear Control: Theory and Algorithms NeurIPS 2021 Meta-Aggregator: Learning To Aggregate for 1-Bit Graph Neural Networks ICCV 2021 MetaAlign: Coordinating Domain Alignment and Classification for Unsupervised Domain Adaptation CVPR 2021 Meta-Attack: Class-Agnostic and Model-Agnostic Physical Adversarial Attack ICCV 2021 MetaAvatar: Learning Animatable Clothed Human Models from Few Depth Images NeurIPS 2021 Meta-Baseline: Exploring Simple Meta-Learning for Few-Shot Learning ICCV 2021 Meta-Curriculum Learning for Domain Adaptation in Neural Machine Translation AAAI 2021 Meta Distant Transfer Learning for Pre-trained Language Models EMNLP 2021 Meta-GMVAE: Mixture of Gaussian VAE for Unsupervised Meta-Learning ICLR 2021 MetaHTR: Towards Writer-Adaptive Handwritten Text Recognition CVPR 2021 Meta Internal Learning NeurIPS 2021 Meta Label Correction for Noisy Label Learning AAAI 2021 Meta Learning and Its Applications to Natural Language Processing ACL 2021 Meta-Learning Effective Exploration Strategies for Contextual Bandits AAAI 2021 Meta Learning for Causal Direction AAAI 2021 Meta-learning for Classifying Previously Unseen Data Source into Previously Unseen Emotional Categories ACL 2021 Meta-Learning for Domain Generalization in Semantic Parsing NAACL 2021 Meta-Learning for Effective Multi-task and Multilingual Modelling EACL 2021 Meta-Learning for Few-Shot Named Entity Recognition ACL 2021 Meta-Learning for Relative Density-Ratio Estimation NeurIPS 2021 Meta-learning Hyperparameter Performance Prediction with Neural Processes ICML 2021