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

'10

'15

'20

'25

Papers (including subtopics)

mattica@SMM4H’22: Leveraging sentiment for stance & premise joint learning COLING 2022 MAVEN-ERE: A Unified Large-scale Dataset for Event Coreference, Temporal, Causal, and Subevent Relation Extraction EMNLP 2022 Maximum-Likelihood Inverse Reinforcement Learning with Finite-Time Guarantees NeurIPS 2022 Meaning Representations for Natural Languages: Design, Models and Applications EMNLP 2022 Measuring and Improving Compositional Generalization in Text-to-SQL via Component Alignment NAACL 2022 MedCLIP: Contrastive Learning from Unpaired Medical Images and Text EMNLP 2022 Medical Coding with Biomedical Transformer Ensembles and Zero/Few-shot Learning NAACL 2022 ‘Meet me at the ribary’ – Acceptability of spelling variants in free-text answers to listening comprehension prompts NAACL 2022 Memorisation versus Generalisation in Pre-trained Language Models ACL 2022 MEMO: Test Time Robustness via Adaptation and Augmentation NeurIPS 2022 MemREIN: Rein the Domain Shift for Cross-Domain Few-Shot Learning IJCAI 2022 Merging Models with Fisher-Weighted Averaging NeurIPS 2022 MERLOT Reserve: Neural Script Knowledge Through Vision and Language and Sound CVPR 2022 Meta-Adapters: Parameter Efficient Few-shot Fine-tuning through Meta-Learning AutoML 2022 Meta Agent Teaming Active Learning for Pose Estimation CVPR 2022 Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification NeurIPS 2022 MetaASSIST: Robust Dialogue State Tracking with Meta Learning EMNLP 2022 Meta-CQG: A Meta-Learning Framework for Complex Question Generation over Knowledge Bases COLING 2022 Metadata Shaping: A Simple Approach for Knowledge-Enhanced Language Models ACL 2022 Meta Discovery: Learning to Discover Novel Classes given Very Limited Data ICLR 2022 MetaER-TTE: An Adaptive Meta-learning Model for En Route Travel Time Estimation IJCAI 2022 Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment AAAI 2022 MetaFill: Text Infilling for Meta-Path Generation on Heterogeneous Information Networks EMNLP 2022 MetaFinger: Fingerprinting the Deep Neural Networks with Meta-training IJCAI 2022 MetaFSCIL: A Meta-Learning Approach for Few-Shot Class Incremental Learning CVPR 2022