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 Learning in the Continuous Time Limit AISTATS 2021 Meta-Learning Reliable Priors in the Function Space NeurIPS 2021 Meta-Learning Sparse Implicit Neural Representations NeurIPS 2021 Meta-Learning to Compositionally Generalize ACL 2021 Meta-learning to Improve Pre-training NeurIPS 2021 Meta-learning with an Adaptive Task Scheduler NeurIPS 2021 Meta-learning with negative learning rates ICLR 2021 Meta-Learning with Neural Tangent Kernels ICLR 2021 Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation ACL 2021 Meta-LMTC: Meta-Learning for Large-Scale Multi-Label Text Classification EMNLP 2021 Meta-Mining Discriminative Samples for Kinship Verification CVPR 2021 Meta-Model-Based Meta-Policy Optimization ACML 2021 Meta Module Network for Compositional Visual Reasoning WACV 2021 Meta Navigator: Search for a Good Adaptation Policy for Few-Shot Learning ICCV 2021 MetaNorm: Learning to Normalize Few-Shot Batches Across Domains ICLR 2021 Meta Pairwise Relationship Distillation for Unsupervised Person Re-Identification ICCV 2021 Meta-Reinforcement Learning by Tracking Task Non-stationarity IJCAI 2021 Meta-Reinforcement Learning for Mastering Multiple Skills and Generalizing across Environments in Text-based Games ACL 2021 Meta-StyleSpeech : Multi-Speaker Adaptive Text-to-Speech Generation ICML 2021 Meta-Thompson Sampling ICML 2021 Meta-Transfer Learning for Low-Resource Abstractive Summarization AAAI 2021 Meta Two-Sample Testing: Learning Kernels for Testing with Limited Data NeurIPS 2021 MetaXL: Meta Representation Transformation for Low-resource Cross-lingual Learning NAACL 2021 MFAQ: a Multilingual FAQ Dataset EMNLP 2021 MFES-HB: Efficient Hyperband with Multi-Fidelity Quality Measurements AAAI 2021