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

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'25

Papers (including subtopics)

A Context-based Framework for Modeling the Role and Function of On-line Resource Citations in Scientific Literature EMNLP 2019 Acoustic Scene Classification Using Teacher-Student Learning with Soft-Labels Interspeech 2019 A Cross-Topic Method for Supervised Relevance Classification EMNLP 2019 Action Knowledge Transfer for Action Prediction with Partial Videos AAAI 2019 Active Change-Point Detection ACML 2019 Active Exploration in Markov Decision Processes AISTATS 2019 Active Learning for New Domains in Natural Language Understanding NAACL 2019 Active Learning for Probabilistic Structured Prediction of Cuts and Matchings ICML 2019 Active Learning with Partial Feedback ICLR 2019 Actively Seeking and Learning From Live Data CVPR 2019 Adapting Meta Knowledge Graph Information for Multi-Hop Reasoning over Few-Shot Relations EMNLP 2019 Adapting Object Detectors via Selective Cross-Domain Alignment CVPR 2019 Adaptive Convolution for Multi-Relational Learning NAACL 2019 Adaptive Cross-Modal Few-shot Learning NeurIPS 2019 Adaptive Gradient-Based Meta-Learning Methods NeurIPS 2019 Adaptive Posterior Learning: few-shot learning with a surprise-based memory module ICLR 2019 Addressing word-order Divergence in Multilingual Neural Machine Translation for extremely Low Resource Languages NAACL 2019 A distantly supervised dataset for automated data extraction from diagnostic studies ACL 2019 Adversarial Domain Adaptation Using Artificial Titles for Abstractive Title Generation ACL 2019 Adversarial Imitation via Variational Inverse Reinforcement Learning ICLR 2019 Adversarial Multitask Learning for Joint Multi-Feature and Multi-Dialect Morphological Modeling ACL 2019 A Gated Self-attention Memory Network for Answer Selection EMNLP 2019 A Generalized Algorithm for Multi-Objective Reinforcement Learning and Policy Adaptation NeurIPS 2019 A Generalized Idiom Usage Recognition Model Based on Semantic Compatibility AAAI 2019 A Grounded Unsupervised Universal Part-of-Speech Tagger for Low-Resource Languages NAACL 2019