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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12

24

14

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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)

Parameter-Transfer Learning for Low-Resource Individualization of Head-Related Transfer Functions Interspeech 2019 Patient Knowledge Distillation for BERT Model Compression EMNLP 2019 Pentagon at MEDIQA 2019: Multi-task Learning for Filtering and Re-ranking Answers using Language Inference and Question Entailment ACL 2019 Personalized Dialogue Response Generation Learned from Monologues Interspeech 2019 Personalizing Dialogue Agents via Meta-Learning ACL 2019 Personalizing Grammatical Error Correction: Adaptation to Proficiency Level and L1 EMNLP 2019 Person Search by Text Attribute Query As Zero-Shot Learning ICCV 2019 PGANs: Personalized Generative Adversarial Networks for ECG Synthesis to Improve Patient-Specific Deep ECG Classification AAAI 2019 Phonological Awareness of French Rising Contours in Japanese Learners Interspeech 2019 Phylogenic Multi-Lingual Dependency Parsing NAACL 2019 Pivot-based Transfer Learning for Neural Machine Translation between Non-English Languages EMNLP 2019 Playgol: Learning Programs Through Play IJCAI 2019 Policy Transfer with Strategy Optimization ICLR 2019 Polyglot Contextual Representations Improve Crosslingual Transfer NAACL 2019 Practical, Efficient, and Customizable Active Learning for Named Entity Recognition in the Digital Humanities NAACL 2019 Preferences Implicit in the State of the World ICLR 2019 Pre-Training BERT on Domain Resources for Short Answer Grading EMNLP 2019 Pretraining by Backtranslation for End-to-End ASR in Low-Resource Settings Interspeech 2019 Pre-training of Graph Augmented Transformers for Medication Recommendation IJCAI 2019 Pre-training on high-resource speech recognition improves low-resource speech-to-text translation NAACL 2019 Privacy-Preserving Stacking with Application to Cross-organizational Diabetes Prediction IJCAI 2019 Probabilistic Neural Symbolic Models for Interpretable Visual Question Answering ICML 2019 Probabilistic Watershed: Sampling all spanning forests for seeded segmentation and semi-supervised learning NeurIPS 2019 Progressive Transfer Learning for Person Re-identification IJCAI 2019 ProMP: Proximal Meta-Policy Search ICLR 2019