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)

ChrEn: Cherokee-English Machine Translation for Endangered Language Revitalization EMNLP 2020 Clarinet: A One-step Approach Towards Budget-friendly Unsupervised Domain Adaptation IJCAI 2020 Class-Discriminative Feature Embedding For Meta-Learning based Few-Shot Classification WACV 2020 Classification-Based Self-Learning for Weakly Supervised Bilingual Lexicon Induction ACL 2020 Closure Properties for Private Classification and Online Prediction COLT 2020 CN-HIT-MI.T at SemEval-2020 Task 8: Memotion Analysis Based on BERT SemEval 2020 COBE: Contextualized Object Embeddings from Narrated Instructional Video NeurIPS 2020 CoLi at UdS at SemEval-2020 Task 12: Offensive Tweet Detection with Ensembling SemEval 2020 Collaborative Machine Learning with Incentive-Aware Model Rewards ICML 2020 Collective Wisdom: Improving Low-resource Neural Machine Translation using Adaptive Knowledge Distillation COLING 2020 Commonsense Knowledge Base Completion with Structural and Semantic Context AAAI 2020 Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction AISTATS 2020 Communication-Efficient Distributed Optimization in Networks with Gradient Tracking and Variance Reduction JMLR 2020 Comparing Machine Learning Techniques for Blood Glucose Forecasting Using Free-living and Patient Generated Data MLHC 2020 Complete Bottom-Up Predicate Invention in Meta-Interpretive Learning IJCAI 2020 Complete Multilingual Neural Machine Translation EMNLP 2020 Composed Variational Natural Language Generation for Few-shot Intents EMNLP 2020 Composing Task-Agnostic Policies with Deep Reinforcement Learning ICLR 2020 Compositionality and Generalization In Emergent Languages ACL 2020 Compositional Language Continual Learning ICLR 2020 Compositional Transfer in Hierarchical Reinforcement Learning RSS 2020 Compressing BERT: Studying the Effects of Weight Pruning on Transfer Learning ACL 2020 Computer Audition for Continuous Rainforest Occupancy Monitoring: The Case of Bornean Gibbons’ Call Detection Interspeech 2020 Confidence-Aware Learning for Deep Neural Networks ICML 2020 Connecting the Dots Between Fact Verification and Fake News Detection COLING 2020