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
3
2
4
7
14
8
9
19
22
21
51
44
58
94
206
456
885
1128
1707
1831
2288
2371
2227
653
'05
'10
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'20
'25