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)

Improving Gender Identification in Movie Audio Using Cross-Domain Data Interspeech 2018 Improving Knowledge Graph Embedding Using Simple Constraints ACL 2018 Improving Low Resource Named Entity Recognition using Cross-lingual Knowledge Transfer IJCAI 2018 Improving Simple Models with Confidence Profiles NeurIPS 2018 Improving Text-to-SQL Evaluation Methodology ACL 2018 Including Uncertainty when Learning from Human Corrections CoRL 2018 Integrating Question Classification and Deep Learning for improved Answer Selection COLING 2018 Interactive Language Acquisition with One-shot Visual Concept Learning through a Conversational Game ACL 2018 Interpretable Drug Target Prediction Using Deep Neural Representation IJCAI 2018 Invariant Models for Causal Transfer Learning JMLR 2018 Inverse Reinforcement Learning via Nonparametric Spatio-Temporal Subgoal Modeling JMLR 2018 Investigation of Using Disentangled and Interpretable Representations for One-shot Cross-lingual Voice Conversion Interspeech 2018 Isolating Sources of Disentanglement in Variational Autoencoders NeurIPS 2018 Isomorphic Transfer of Syntactic Structures in Cross-Lingual NLP ACL 2018 ITER: Improving Translation Edit Rate through Optimizable Edit Costs EMNLP 2018 Joint Localization and Classification of Multiple Sound Sources Using a Multi-task Neural Network Interspeech 2018 Jointly Embedding Entities and Text with Distant Supervision ACL 2018 Joint Part-of-Speech and Language ID Tagging for Code-Switched Data ACL 2018 KIT Lecture Translator: Multilingual Speech Translation with One-Shot Learning COLING 2018 Knowledge as A Bridge: Improving Cross-domain Answer Selection with External Knowledge COLING 2018 Knowledge Distillation for Sequence Model Interspeech 2018 Knowledge-Guided Agent-Tactic-Aware Learning for StarCraft Micromanagement IJCAI 2018 Knowledge Transfer with Jacobian Matching ICML 2018 Label-Aware Double Transfer Learning for Cross-Specialty Medical Named Entity Recognition NAACL 2018 LAG: Lazily Aggregated Gradient for Communication-Efficient Distributed Learning NeurIPS 2018