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)
Multitask Learning for Brain-Computer Interfaces
AISTATS 2010
Multi-Task Learning using Generalized t Process
AISTATS 2010
Multitask Learning without Label Correspondences
NeurIPS 2010
Multi-View Active Learning in the Non-Realizable Case
NeurIPS 2010
Near-Optimal Bayesian Active Learning with Noisy Observations
NeurIPS 2010
Nonparametric Tree Graphical Models
AISTATS 2010
On Spectral Learning
JMLR 2010
Posterior Regularization for Structured Latent Variable Models
JMLR 2010
Reduced-Rank Hidden Markov Models
AISTATS 2010
Simultaneous Object Detection and Ranking with Weak Supervision
NeurIPS 2010
Structural epitome: a way to summarize one’s visual experience
NeurIPS 2010
Supervised Clustering
NeurIPS 2010
Towards Holistic Scene Understanding: Feedback Enabled Cascaded Classification Models
NeurIPS 2010
3D Object Recognition with Deep Belief Nets
NeurIPS 2009
Abstraction and Relational learning
NeurIPS 2009
Augmenting Feature-driven fMRI Analyses: Semi-supervised learning and resting state activity
NeurIPS 2009
Bilinear classifiers for visual recognition
NeurIPS 2009
Breaking Boundaries Between Induction Time and Diagnosis Time Active Information Acquisition
NeurIPS 2009
Distribution Matching for Transduction
NeurIPS 2009
Evaluating multi-class learning strategies in a generative hierarchical framework for object detection
NeurIPS 2009
Heterogeneous multitask learning with joint sparsity constraints
NeurIPS 2009
Identification of Recurrent Neural Networks by Bayesian Interrogation Techniques
JMLR 2009
Learning from Multiple Partially Observed Views - an Application to Multilingual Text Categorization
NeurIPS 2009
Manifold Regularization for SIR with Rate Root-n Convergence
NeurIPS 2009
Nonlinear Learning using Local Coordinate Coding
NeurIPS 2009