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

31

32

66

53

67

103

206

482

852

1,124

1,566

1,867

2,410

2,658

2,486

856

'5

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Papers (including subtopics)

Massively Parallel Cross-Lingual Learning in Low-Resource Target Language Translation EMNLP 2018 MASTER: across Multiple social networks, integrate Attribute and STructure Embedding for Reconciliation IJCAI 2018 Memory, Show the Way: Memory Based Few Shot Word Representation Learning EMNLP 2018 MetaAnchor: Learning to Detect Objects with Customized Anchors NeurIPS 2018 Meta-Gradient Reinforcement Learning NeurIPS 2018 Meta-Learning by Adjusting Priors Based on Extended PAC-Bayes Theory ICML 2018 Meta-Learning for Low-Resource Neural Machine Translation EMNLP 2018 Meta-Learning for Semi-Supervised Few-Shot Classification ICLR 2018 META LEARNING SHARED HIERARCHIES ICLR 2018 Meta-Reinforcement Learning of Structured Exploration Strategies NeurIPS 2018 Minimax-Optimal Privacy-Preserving Sparse PCA in Distributed Systems AISTATS 2018 Mining Streaming and Temporal Data: from Representation to Knowledge IJCAI 2018 Mix & Match Agent Curricula for Reinforcement Learning ICML 2018 Model-Based Reinforcement Learning via Meta-Policy Optimization CoRL 2018 Morphosyntactic Tagging with a Meta-BiLSTM Model over Context Sensitive Token Encodings ACL 2018 MSplit LBI: Realizing Feature Selection and Dense Estimation Simultaneously in Few-shot and Zero-shot Learning ICML 2018 Multi-Label Zero-Shot Learning With Structured Knowledge Graphs CVPR 2018 Multi-lingual neural title generation for e-Commerce browse pages NAACL 2018 Multilingual Seq2seq Training with Similarity Loss for Cross-Lingual Document Classification ACL 2018 Multiple Interactions Made Easy (MIME): Large Scale Demonstrations Data for Imitation CoRL 2018 Multi-source synthetic treebank creation for improved cross-lingual dependency parsing EMNLP 2018 Multi-Task Active Learning for Neural Semantic Role Labeling on Low Resource Conversational Corpus ACL 2018 Multi-task and Multi-lingual Joint Learning of Neural Lexical Utterance Classification based on Partially-shared Modeling COLING 2018 Multi-task dialog act and sentiment recognition on Mastodon COLING 2018 Multi-Task Learning as Multi-Objective Optimization NeurIPS 2018