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)

Learning to Learn Kernels with Variational Random Features ICML 2020 Learning to Learn Morphological Inflection for Resource-Poor Languages AAAI 2020 Learning to Learn to Disambiguate: Meta-Learning for Few-Shot Word Sense Disambiguation EMNLP 2020 Learning to Learn Variational Semantic Memory NeurIPS 2020 Learning to Learn with Feedback and Local Plasticity NeurIPS 2020 Learning to Map Frequent Phrases to Sub-Structures of Meaning Representation for Neural Semantic Parsing AAAI 2020 Learning to Optimize Computational Resources: Frugal Training with Generalization Guarantees AAAI 2020 Learning to Segment the Tail CVPR 2020 Learning to Select Best Forecast Tasks for Clinical Outcome Prediction NeurIPS 2020 Learning to Transfer: Unsupervised Domain Translation via Meta-Learning AAAI 2020 Learning with Feature and Distribution Evolvable Streams ICML 2020 Learning with Optimized Random Features: Exponential Speedup by Quantum Machine Learning without Sparsity and Low-Rank Assumptions NeurIPS 2020 Learn to Cross-lingual Transfer with Meta Graph Learning Across Heterogeneous Languages EMNLP 2020 LEEP: A New Measure to Evaluate Transferability of Learned Representations ICML 2020 Leveraging Discourse Rewards for Document-Level Neural Machine Translation COLING 2020 Leveraging Multimodal Behavioral Analytics for Automated Job Interview Performance Assessment and Feedback ACL 2020 Leveraging Principal Parts for Morphological Inflection ACL 2020 Lexical Induction of Morphological and Orthographic Forms for Low-Resourced Languages COLING 2020 LibKGE - A knowledge graph embedding library for reproducible research EMNLP 2020 Lifelong Zero-Shot Learning IJCAI 2020 Lightweight and Robust Representation of Economic Scales from Satellite Imagery AAAI 2020 Likelihood Ratios and Generative Classifiers for Unsupervised Out-of-Domain Detection in Task Oriented Dialog AAAI 2020 LIMIT-BERT : Linguistics Informed Multi-Task BERT EMNLP 2020 Linear Disentangled Representations and Unsupervised Action Estimation NeurIPS 2020 Living Machines: A study of atypical animacy COLING 2020