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)

Few-Shot Lifelong Learning AAAI 2021 Few-Shot Named Entity Recognition: An Empirical Baseline Study EMNLP 2021 Few-Shot Neural Architecture Search ICML 2021 Few-Shot Novel Concept Learning for Semantic Parsing EMNLP 2021 Few-Shot One-Class Classification via Meta-Learning AAAI 2021 Few-Shot Open-Set Recognition by Transformation Consistency CVPR 2021 Few-Shot Partial-Label Learning IJCAI 2021 FewshotQA: A simple framework for few-shot learning of question answering tasks using pre-trained text-to-text models EMNLP 2021 Few-Shot Question Answering by Pretraining Span Selection ACL 2021 Few-Shot Segmentation Without Meta-Learning: A Good Transductive Inference Is All You Need? CVPR 2021 Few-Shot Semantic Parsing for New Predicates EACL 2021 Few-Shot Semantic Segmentation With Cyclic Memory Network ICCV 2021 Few-Shot Text Classification with Triplet Networks, Data Augmentation, and Curriculum Learning NAACL 2021 Few-Shot Text Generation with Natural Language Instructions EMNLP 2021 FEWS: Large-Scale, Low-Shot Word Sense Disambiguation with the Dictionary EACL 2021 FII FUNNY at SemEval-2021 Task 7: HaHackathon: Detecting and rating Humor and Offense SemEval 2021 Findings of the SIGMORPHON 2021 Shared Task on Unsupervised Morphological Paradigm Clustering ACL 2021 Fine-Grained Angular Contrastive Learning With Coarse Labels CVPR 2021 Fine-grained Entity Typing via Label Reasoning EMNLP 2021 First Align, then Predict: Understanding the Cross-Lingual Ability of Multilingual BERT EACL 2021 Fisher Auto-Encoders AISTATS 2021 FixBi: Bridging Domain Spaces for Unsupervised Domain Adaptation CVPR 2021 FjORD: Fair and Accurate Federated Learning under heterogeneous targets with Ordered Dropout NeurIPS 2021 FLAME: Differentially Private Federated Learning in the Shuffle Model AAAI 2021 FlexMatch: Boosting Semi-Supervised Learning with Curriculum Pseudo Labeling NeurIPS 2021