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

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'25

Papers (including subtopics)

Communication-Constrained Distributed Quantile Regression with Optimal Statistical Guarantees JMLR 2022 Communication-Efficient Adaptive Federated Learning ICML 2022 Communication-efficient distributed eigenspace estimation with arbitrary node failures NeurIPS 2022 Communication Efficient Distributed Learning for Kernelized Contextual Bandits NeurIPS 2022 Communication Efficient Federated Learning for Generalized Linear Bandits NeurIPS 2022 Comparing Encoder-Only and Encoder-Decoder Transformers for Relation Extraction from Biomedical Texts: An Empirical Study on Ten Benchmark Datasets ACL 2022 Composable Sparse Fine-Tuning for Cross-Lingual Transfer ACL 2022 Compressed-VFL: Communication-Efficient Learning with Vertically Partitioned Data ICML 2022 Computationally Identifying Funneling and Focusing Questions in Classroom Discourse NAACL 2022 Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract) AAAI 2022 Conditional Meta-Learning of Linear Representations NeurIPS 2022 ConFeSS: A Framework for Single Source Cross-Domain Few-Shot Learning ICLR 2022 Confidence Based Bidirectional Global Context Aware Training Framework for Neural Machine Translation ACL 2022 ConGen: Unsupervised Control and Generalization Distillation For Sentence Representation EMNLP 2022 ConsistTL: Modeling Consistency in Transfer Learning for Low-Resource Neural Machine Translation EMNLP 2022 Constrained Density Matching and Modeling for Cross-lingual Alignment of Contextualized Representations ACML 2022 Constrained Few-Shot Class-Incremental Learning CVPR 2022 Constrained Multi-Task Learning for Bridging Resolution ACL 2022 CoNTACT: A Dutch COVID-19 Adapted BERT for Vaccine Hesitancy and Argumentation Detection COLING 2022 Context-Aware Language Modeling for Goal-Oriented Dialogue Systems NAACL 2022 Contextual Gradient Scaling for Few-Shot Learning WACV 2022 Context Uncertainty in Contextual Bandits with Applications to Recommender Systems AAAI 2022 ConTinTin: Continual Learning from Task Instructions ACL 2022 Continual Federated Learning Based on Knowledge Distillation IJCAI 2022 Continual Learning In Environments With Polynomial Mixing Times NeurIPS 2022