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

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2

4

12

24

14

20

29

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32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

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Papers (including subtopics)

Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation NeurIPS 2019 Multi-modal Representation Learning for Successive POI Recommendation ACML 2019 Multiple-Attribute Text Rewriting ICLR 2019 Multi-Resolution Weak Supervision for Sequential Data NeurIPS 2019 Multi-scale Online Learning: Theory and Applications to Online Auctions and Pricing JMLR 2019 Multi-Source Cross-Lingual Model Transfer: Learning What to Share ACL 2019 Multistream Classification with Relative Density Ratio Estimation AAAI 2019 Multi-Task Deep Neural Networks for Natural Language Understanding ACL 2019 Multi-Task Learning for Coherence Modeling ACL 2019 Multi-Task Networks with Universe, Group, and Task Feature Learning ACL 2019 Multi-Task Time Series Analysis applied to Drug Response Modelling AISTATS 2019 Multi-View Learning from Disparate Sources for Poverty Mapping AAAI 2019 MVF-Net: Multi-View 3D Face Morphable Model Regression CVPR 2019 Myopic Posterior Sampling for Adaptive Goal Oriented Design of Experiments ICML 2019 Naver Labs Europe’s Systems for the Document-Level Generation and Translation Task at WNGT 2019 EMNLP 2019 Nearly-Unsupervised Hashcode Representations for Biomedical Relation Extraction EMNLP 2019 NetTailor: Tuning the Architecture, Not Just the Weights CVPR 2019 Network Pruning via Transformable Architecture Search NeurIPS 2019 Neural and Linear Pipeline Approaches to Cross-lingual Morphological Analysis NAACL 2019 Neural Graph Evolution: Towards Efficient Automatic Robot Design ICLR 2019 Neural Jump Stochastic Differential Equations NeurIPS 2019 Neural Lexicons for Slot Tagging in Spoken Language Understanding NAACL 2019 Neural Program Induction for KBQA Without Gold Programs or Query Annotations IJCAI 2019 Neural Relational Inference with Fast Modular Meta-learning NeurIPS 2019 Neural Task Graphs: Generalizing to Unseen Tasks From a Single Video Demonstration CVPR 2019