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)

A Transfer Learning Based Feature Extractor for Polyphonic Sound Event Detection Using Connectionist Temporal Classification Interspeech 2017 Attentive Recurrent Comparators ICML 2017 Autoencoder Based Domain Adaptation for Speaker Recognition Under Insufficient Channel Information Interspeech 2017 Autonomous Task Sequencing for Customized Curriculum Design in Reinforcement Learning IJCAI 2017 Bandit Structured Prediction for Neural Sequence-to-Sequence Learning ACL 2017 Bayesian Optimization with Tree-structured Dependencies ICML 2017 Bilingual Word Embeddings for Bilingual Terminology Extraction from Specialized Comparable Corpora IJCNLP 2017 Bimodal Recurrent Neural Network for Audiovisual Voice Activity Detection Interspeech 2017 Boosted Zero-Shot Learning with Semantic Correlation Regularization IJCAI 2017 Bootstrapping Unsupervised Bilingual Lexicon Induction EACL 2017 Borrowing Treasures From the Wealthy: Deep Transfer Learning Through Selective Joint Fine-Tuning CVPR 2017 Category-aware Next Point-of-Interest Recommendation via Listwise Bayesian Personalized Ranking IJCAI 2017 Classification of telicity using cross-linguistic annotation projection EMNLP 2017 Communication-Efficient Distributed Learning of Discrete Distributions NeurIPS 2017 Completely Heterogeneous Transfer Learning with Attention - What And What Not To Transfer IJCAI 2017 Consistent Multitask Learning with Nonlinear Output Relations NeurIPS 2017 Context-aware Path Ranking for Knowledge Base Completion IJCAI 2017 CORe50: a New Dataset and Benchmark for Continuous Object Recognition CoRL 2017 Counterfactual Data-Fusion for Online Reinforcement Learners ICML 2017 Counterfactual Language Model Adaptation for Suggesting Phrases IJCNLP 2017 Cross-domain Semantic Parsing via Paraphrasing EMNLP 2017 Cross-lingual Character-Level Neural Morphological Tagging EMNLP 2017 Cross-Lingual Induction and Transfer of Verb Classes Based on Word Vector Space Specialisation EMNLP 2017 Cross-Lingual Transfer Learning for POS Tagging without Cross-Lingual Resources EMNLP 2017 Cross-modal Common Representation Learning by Hybrid Transfer Network IJCAI 2017