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)

EDEN: Communication-Efficient and Robust Distributed Mean Estimation for Federated Learning ICML 2022 Eeny, meeny, miny, moe. How to choose data for morphological inflection. EMNLP 2022 EF-BV: A Unified Theory of Error Feedback and Variance Reduction Mechanisms for Biased and Unbiased Compression in Distributed Optimization NeurIPS 2022 Effective Adaptation in Multi-Task Co-Training for Unified Autonomous Driving NeurIPS 2022 Effective Cross-Task Transfer Learning for Explainable Natural Language Inference with T5 EMNLP 2022 Effective Token Graph Modeling using a Novel Labeling Strategy for Structured Sentiment Analysis ACL 2022 Efficient and Effective Multi-task Grouping via Meta Learning on Task Combinations NeurIPS 2022 Efficient and Modular Implicit Differentiation NeurIPS 2022 Efficient and Optimal Algorithms for Contextual Dueling Bandits under Realizability ALT 2022 Efficient Argument Structure Extraction with Transfer Learning and Active Learning ACL 2022 EfficientCellSeg: Efficient Volumetric Cell Segmentation Using Context Aware Pseudocoloring MIDL 2022 Efficient Device Scheduling with Multi-Job Federated Learning AAAI 2022 Efficient Entity Embedding Construction from Type Knowledge for BERT AACL 2022 Efficient Federated Learning on Knowledge Graphs via Privacy-preserving Relation Embedding Aggregation EMNLP 2022 Efficient Few-Shot Fine-Tuning for Opinion Summarization NAACL 2022 Efficiently Tuned Parameters Are Task Embeddings EMNLP 2022 Efficient Meta Reinforcement Learning for Preference-based Fast Adaptation NeurIPS 2022 Efficient Methods for Online Multiclass Logistic Regression ALT 2022 Efficient Online Bayesian Inference for Neural Bandits AISTATS 2022 Efficient Split-Mix Federated Learning for On-Demand and In-Situ Customization ICLR 2022 Efficient Variance Reduction for Meta-learning ICML 2022 EGCN: An Ensemble-based Learning Framework for Exploring Effective Skeleton-based Rehabilitation Exercise Assessment IJCAI 2022 EICO: Improving Few-Shot Text Classification via Explicit and Implicit Consistency Regularization ACL 2022 Eliciting and Understanding Cross-task Skills with Task-level Mixture-of-Experts EMNLP 2022 ELLE: Efficient Lifelong Pre-training for Emerging Data ACL 2022