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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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)

On the Theory of Transfer Learning: The Importance of Task Diversity NeurIPS 2020 OOD-MAML: Meta-Learning for Few-Shot Out-of-Distribution Detection and Classification NeurIPS 2020 Open-Set Short Utterance Forensic Speaker Verification Using Teacher-Student Network with Explicit Inductive Bias Interspeech 2020 Optimizing the Factual Correctness of a Summary: A Study of Summarizing Radiology Reports ACL 2020 Option Discovery in the Absence of Rewards with Manifold Analysis ICML 2020 Out-of-Task Training for Dialog State Tracking Models COLING 2020 Palomino-Ochoa at SemEval-2020 Task 9: Robust System Based on Transformer for Code-Mixed Sentiment Classification SemEval 2020 Partially-Aligned Data-to-Text Generation with Distant Supervision EMNLP 2020 Peking Opera Synthesis via Duration Informed Attention Network Interspeech 2020 Personalized Federated Learning with Moreau Envelopes NeurIPS 2020 Personalized Federated Learning with Theoretical Guarantees: A Model-Agnostic Meta-Learning Approach NeurIPS 2020 PeTra: A Sparsely Supervised Memory Model for People Tracking ACL 2020 Planning to Explore via Self-Supervised World Models ICML 2020 Planning with Abstract Learned Models While Learning Transferable Subtasks AAAI 2020 Playing the lottery with rewards and multiple languages: lottery tickets in RL and NLP ICLR 2020 Pointwise Paraphrase Appraisal is Potentially Problematic ACL 2020 Positive-Unlabeled Reward Learning CoRL 2020 POSTECH Submission on Duolingo Shared Task ACL 2020 Practical Federated Gradient Boosting Decision Trees AAAI 2020 Predicting Personal Opinion on Future Events with Fingerprints COLING 2020 Predictive Model Selection for Transfer Learning in Sequence Labeling Tasks EMNLP 2020 Predictive Student Modeling in Educational Games with Multi-Task Learning AAAI 2020 Pretrained Language Models and Backtranslation for English-Basque Biomedical Neural Machine Translation EMNLP 2020 Pre-training via Leveraging Assisting Languages for Neural Machine Translation ACL 2020 Principled Weight Initialization for Hypernetworks ICLR 2020