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)

Structured Variationally Auto-encoded Optimization ICML 2018 Supervised Treebank Conversion: Data and Approaches ACL 2018 Syntax-based Transfer Learning for the Task of Biomedical Relation Extraction EMNLP 2018 Synthesized Policies for Transfer and Adaptation across Tasks and Environments NeurIPS 2018 TADAM: Task dependent adaptive metric for improved few-shot learning NeurIPS 2018 Task-Guided and Semantic-Aware Ranking for Academic Author-Paper Correlation Inference IJCAI 2018 Taskonomy: Disentangling Task Transfer Learning CVPR 2018 Teaching Inverse Reinforcement Learners via Features and Demonstrations NeurIPS 2018 Teaching Syntax by Adversarial Distraction EMNLP 2018 Temporal Belief Memory: Imputing Missing Data during RNN Training IJCAI 2018 Text Segmentation as a Supervised Learning Task NAACL 2018 The BQ Corpus: A Large-scale Domain-specific Chinese Corpus For Sentence Semantic Equivalence Identification EMNLP 2018 The First Multilingual Surface Realisation Shared Task (SR’18): Overview and Evaluation Results ACL 2018 The Hidden Vulnerability of Distributed Learning in Byzantium ICML 2018 The Importance of Sampling inMeta-Reinforcement Learning NeurIPS 2018 The IWSLT 2018 Evaluation Campaign EMNLP 2018 The JHU/KyotoU Speech Translation System for IWSLT 2018 EMNLP 2018 Tight Bounds for Collaborative PAC Learning via Multiplicative Weights NeurIPS 2018 Topic and Keyword Identification for Low-resourced Speech Using Cross-Language Transfer Learning Interspeech 2018 Towards one-shot learning for rare-word translation with external experts ACL 2018 Towards Synthesizing Complex Programs From Input-Output Examples ICLR 2018 Towards Universal Representation for Unseen Action Recognition CVPR 2018 Trading robust representations for sample complexity through self-supervised visual experience NeurIPS 2018 Training a Neural Network in a Low-Resource Setting on Automatically Annotated Noisy Data ACL 2018 Training Structured Prediction Energy Networks with Indirect Supervision NAACL 2018