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

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Papers (including subtopics)

Learning to Generate Wikipedia Summaries for Underserved Languages from Wikidata NAACL 2018 Learning To Learn Around A Common Mean NeurIPS 2018 Learning to Learn Semantic Parsers from Natural Language Supervision EMNLP 2018 Learning to Multitask NeurIPS 2018 Learning to Multi-Task by Active Sampling ICLR 2018 Learning to Play With Intrinsically-Motivated, Self-Aware Agents NeurIPS 2018 Learning to Progressively Recognize New Named Entities with Sequence to Sequence Models COLING 2018 Learning to Teach ICLR 2018 Learning to Teach with Dynamic Loss Functions NeurIPS 2018 Learning with Latent Language NAACL 2018 Lessons from Natural Language Inference in the Clinical Domain EMNLP 2018 Leveraging Native Language Information for Improved Accented Speech Recognition Interspeech 2018 Lifelong Domain Word Embedding via Meta-Learning IJCAI 2018 Lifelong Inverse Reinforcement Learning NeurIPS 2018 Lifelong Learning with Dynamically Expandable Networks ICLR 2018 Limitations of Cross-Lingual Learning from Image Search ACL 2018 Local Rademacher Complexity-based Learning Guarantees for Multi-Task Learning JMLR 2018 Logistic Regression: The Importance of Being Improper COLT 2018 Long short-term memory and Learning-to-learn in networks of spiking neurons NeurIPS 2018 Loss in Translation: Learning Bilingual Word Mapping with a Retrieval Criterion EMNLP 2018 Low-resource named entity recognition via multi-source projection: Not quite there yet? EMNLP 2018 Low-shot Learning via Covariance-Preserving Adversarial Augmentation Networks NeurIPS 2018 LSTM Based Cross-corpus and Cross-task Acoustic Emotion Recognition Interspeech 2018 LSTM Networks for Online Cross-Network Recommendations IJCAI 2018 Make the Minority Great Again: First-Order Regret Bound for Contextual Bandits ICML 2018