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)

Meta Fine-Tuning Neural Language Models for Multi-Domain Text Mining EMNLP 2020 MetaFun: Meta-Learning with Iterative Functional Updates ICML 2020 MetaFuse: A Pre-trained Fusion Model for Human Pose Estimation CVPR 2020 Meta-Gradient Reinforcement Learning with an Objective Discovered Online NeurIPS 2020 Meta-Information Guided Meta-Learning for Few-Shot Relation Classification COLING 2020 MetAL: Active Semi-Supervised Learning on Graphs via Meta-Learning ACML 2020 Meta-Learning Acquisition Functions for Transfer Learning in Bayesian Optimization ICLR 2020 Meta-learning curiosity algorithms ICLR 2020 Meta-Learning Deep Energy-Based Memory Models ICLR 2020 Meta-Learning for Few-Shot NMT Adaptation ACL 2020 Meta-learning for Mixed Linear Regression ICML 2020 Meta-Learning for Short Utterance Speaker Recognition with Imbalance Length Pairs Interspeech 2020 Meta-Learning for Speech Emotion Recognition Considering Ambiguity of Emotion Labels Interspeech 2020 Meta-learning from Tasks with Heterogeneous Attribute Spaces NeurIPS 2020 Meta-Learning of Neural Architectures for Few-Shot Learning CVPR 2020 Meta-Learning PAC-Bayes Priors in Model Averaging AAAI 2020 Meta-Learning Requires Meta-Augmentation NeurIPS 2020 Meta-Learning through Hebbian Plasticity in Random Networks NeurIPS 2020 Meta-Learning with Adaptive Hyperparameters NeurIPS 2020 Meta-Learning with Shared Amortized Variational Inference ICML 2020 Meta-learning with Stochastic Linear Bandits ICML 2020 Meta-Learning with Warped Gradient Descent ICLR 2020 MetaLight: Value-Based Meta-Reinforcement Learning for Traffic Signal Control AAAI 2020 METAL: Minimum Effort Temporal Activity Localization in Untrimmed Videos CVPR 2020 MetaMT, a Meta Learning Method Leveraging Multiple Domain Data for Low Resource Machine Translation AAAI 2020